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The kinetics of heparin adsorption with Dowex 1x1 ion exchange resin

Abstract

The recovery of heparin from the porcine intestinal mucosa by using the ion exchange resin was studied. The procedure involved the following steps: alkaline hydrolysis, ion exchange resin adsorption, and elution. The activity of heparin was measured by an antifactor Xa assay. The ammonium chloride/ammonium hydroxide was used as a buffer, and the effect of salt concentration on the adsorption efficiency was evaluated. The results showed that the highest heparin yield (86.17%) was achieved at the lowest concentration of ammonium chloride. The pseudo-first-order model was shown as more adequate to describe heparin adsorption onto the resin.

Keywords:
adsorption; heparin; kinetics; ion exchange resin

1 Introduction

Processing of agricultural raw materials generates by-products that still contain a considerable quantity of valuable bioactive functional compounds and can be useful for both technological and pharmaceutical purposes (Shen et al., 2022Shen, K., Mu, W., Xia, S., Chen, Y., Ren, H., Xie, X., Fang, Y., & Huang, G. (2022). Preparation of protein powder from the liver of Yellowfin tuna (Thunnus albacores): a comparison of acid- and alkali-aided pH-shifting. Food Science and Technology, 42, e40120. http://dx.doi.org/10.1590/fst.40120.
http://dx.doi.org/10.1590/fst.40120...
; Subiria-Cueto et al., 2022Subiria-Cueto, R., Coria-Oliveros, A. J., Wall-Medrano, A., Rodrigo-García, J., González-Aguilar, G. A., Martinez-Ruiz, N. R., & Alvarez-Parrilla, E. (2022). Antioxidant dietary fiber-based bakery products: a new alternative for using plant-by-products. Food Science and Technology, 42, e57520. http://dx.doi.org/10.1590/fst.57520.
http://dx.doi.org/10.1590/fst.57520...
). Heparin is a natural, linear, and complex sulfated polysaccharide composed of alternating units of D-glucosamines and uronic acids (Lee et al., 2004Lee, J.-C., Lu, X.-A., Kulkarni, S. S., Wen, Y.-S., & Hung, S.-C. (2004). Synthesis of heparin oligosaccharides. Journal of the American Chemical Society, 126(2), 476-477. http://dx.doi.org/10.1021/ja038244h. PMid:14719939.
http://dx.doi.org/10.1021/ja038244h...
). It has been used as a clinical anticoagulant for over 80 years (Baytas & Linhardt, 2020Baytas, S. N., & Linhardt, R. J. (2020). Advances in the preparation and synthesis of heparin and related products. Drug Discovery Today, 25(12), 2095-2109. http://dx.doi.org/10.1016/j.drudis.2020.09.011. PMid:32947045.
http://dx.doi.org/10.1016/j.drudis.2020....
). The animal tissues and organs are the only sources of natural mucopolysaccharides without alternative synthetic routes to produce mucopolysaccharides. The animal organs used for heparin production varied over time from the primary tissue as dog liver to beef lung and finally to the porcine intestine (Linhardt, 2003Linhardt, R. J. (2003). 2003 Claude S. Hudson Award address in carbohydrate chemistry. Heparin: structure and activity. Journal of Medicinal Chemistry, 46(13), 2551-2564. http://dx.doi.org/10.1021/jm030176m. PMid:12801218.
http://dx.doi.org/10.1021/jm030176m...
). The porcine intestinal mucosa as a byproduct of the meat industry has stood out as a rich source of heparin.

Generally, the heparin isolation methods include the collection of pig intestines from slaughterhouses and separation of the mucosal tissues, alkaline or enzymatic hydrolysis to extract the heparin and polysaccharide derivatives, the recovery of raw heparin, purification of heparin and recovery of purified heparin (Evans & Mozen, 1962Evans, T. D., & Mozen, M. M. (1962). Process for purifying heparin. US Patent 3,058,884.; Williams, 1967Williams, R. E. (1967). Process for the recovery of heparin. US Patent 3,337,409.; Okuyama et al., 1975Okuyama, T., Yoshida, K., Sakuraik, O., Horie, K., & Tawada, A. (1975). Method of separating and recovering mucopolysaccharides from connective tissues of animals. US Patent 3,862,003.; Vidic, 1981Vidic, H. J. (1981). Process for the preparation of heparin. US Patent 4,283,530.; Linhardt et al., 1992Linhardt, R. J., Ampofo, S. A., Fareed, J., Hoppensteadt, D., Folkman, J., & Mulliken, J. B. (1992). Isolation and characterization of human heparin. Biochemistry, 31(49), 12441-12445. http://dx.doi.org/10.1021/bi00164a020. PMid:1463730.
http://dx.doi.org/10.1021/bi00164a020...
; van Gorp et al., 1997van Gorp, C. L., Vosburgh, F., & Schubert, R. L. (1997). Protein hydrolysate derived from mucosa tissue. US Patent 5,607,840.). The most laborious step in heparin production is the extraction of heparin from tissues and the removal of ballast substances, mainly proteins and mucopolysaccharides. Thus, quite harsh conditions, such as autolysis or alkaline extraction, heating, and acidification, are required for heparin extraction from the protein complexes. There is also a process that requires moderate conditions, such as enzymatic hydrolysis. However, this process is longer and may undergo bacterial contamination. van Houdenhoven et al. (2001)van Houdenhoven, F. E. A., Sanders, A. L. M., & van Zuthpen, P. J. J. (2001). Process for production of heparin. US Patent 6,232,093. developed an enzymatic hydrolysis procedure at a temperature of 50-75 °C, which included the heparin recovery from the protein hydrolysate by using an ion exchange resin.

Generally, patent procedures differ mainly in the choice of extraction agent, the method of breaking the heparin protein complex, and the final purification method. The ion exchange resins were used for the isolation and purification of different products derived from plant or animal tissues, as it supports the reliable capture and removal of biologically active substances with a high molecular weight (Flengsrud et al., 2010Flengsrud, R., Larsen, M. L., & Ødegaard, O. R. (2010). Purification, characterization and in vivo studies of salmon heparin. Thrombosis Research, 126(6), E409-E417. http://dx.doi.org/10.1016/j.thromres.2010.07.004. PMid:20937523.
http://dx.doi.org/10.1016/j.thromres.201...
; Huang et al., 2022Huang, Y., Zhu, Q., Ye, X., Zhang, H., & Peng, Y. (2022). Purification of polysaccharide from Solanum nigrum L. by S-8 macroporous resin adsorption. Food Science and Technology, 42, e68120. http://dx.doi.org/10.1590/fst.68120.
http://dx.doi.org/10.1590/fst.68120...
; Pan et al., 2022Pan, F., Li, S., Zhu, X., Yang, J., Wen, J., Song, C., Luo, X., Ruan, G., & Liu, Y. (2022). Purification and the effects on structure and bioactivity for polysaccharide from Actinidia valvata Dunn. using macroporous adsorption resin. Food Science and Technology, 42, e99721. http://dx.doi.org/10.1590/fst.99721.
http://dx.doi.org/10.1590/fst.99721...
). The different type of resins such as Dowex® (Warda et al., 2003Warda, M., Gouda, E. M., Toida, T., Chi, L., & Linhardt, R. J. (2003). Isolation and characterization of raw heparin from dromedary intestine: evaluation of a new source of pharmaceutical heparin. Comparative Biochemistry and Physiology Part C: Toxicology & Pharmacology, 136(4), 357-365. http://dx.doi.org/10.1016/j.cca.2003.10.009. PMid:15012907.
http://dx.doi.org/10.1016/j.cca.2003.10....
; Flengsrud et al., 2010Flengsrud, R., Larsen, M. L., & Ødegaard, O. R. (2010). Purification, characterization and in vivo studies of salmon heparin. Thrombosis Research, 126(6), E409-E417. http://dx.doi.org/10.1016/j.thromres.2010.07.004. PMid:20937523.
http://dx.doi.org/10.1016/j.thromres.201...
), Amberlite (Vreeburg & Baauw, 2010Vreeburg, J. W., & Baauw, A. (2010). A method for preparation of heparin from mucosa. Patent No. WO2010/110654A1.), Lewatit (Linhardt et al., 1992Linhardt, R. J., Ampofo, S. A., Fareed, J., Hoppensteadt, D., Folkman, J., & Mulliken, J. B. (1992). Isolation and characterization of human heparin. Biochemistry, 31(49), 12441-12445. http://dx.doi.org/10.1021/bi00164a020. PMid:1463730.
http://dx.doi.org/10.1021/bi00164a020...
), and Sephadex A-25 anion-exchange resin (Luppi et al., 2005Luppi, E., Cesaretti, M., & Volpi, N. (2005). Purification and characterization of heparin from the Italian clam Callista chione. Biomacromolecules, 6(3), 1672-1678. http://dx.doi.org/10.1021/bm049196b. PMid:15877393.
http://dx.doi.org/10.1021/bm049196b...
) was designed and tested for heparin recovery. In addition, the synthetic polycations such as cellulose nanocrystals (Liu et al., 2021Liu, Q., Meng, Z., Korpi, A., Kontturi, E., & Kostiainen, M. A. (2021). Cationic cellulose nanocrystals for fast, efficient and selective heparin recovery. Chemical Engineering Journal, 420, 129811. http://dx.doi.org/10.1016/j.cej.2021.129811.
http://dx.doi.org/10.1016/j.cej.2021.129...
) and cationic micelles (Vieira et al., 2017Vieira, V. M. P., Liljeström, V., Posocco, P., Laurini, E., Pricl, S., Kostiainen, M. A., & Smith, D. K. (2017). Emergence of highly-ordered hierarchical nanoscale aggregates on electrostatic binding of self-assembled multivalent (SAMul) cationic micelles with polyanionic heparin. Journal of Materials Chemistry B, 5(2), 341-347. http://dx.doi.org/10.1039/C6TB02512A. PMid:32263552.
http://dx.doi.org/10.1039/C6TB02512A...
) have also shown a good efficiency in recovery of heparin. The efficiency of heparin recovery depends on temperature, pH, and salt concentration. The deviations on any of these parameters could increase the adsorption of contaminants that hinder the binding of heparin (van der Meer et al., 2017van der Meer, J.-Y., Kellenbach, E., & Van den Bos, L. J. (2017). From farm to pharma: an overview of industrial heparin manufacturing methods. Molecule, 22(6), 1025. http://dx.doi.org/10.3390/molecules22061025. PMid:28635655.
http://dx.doi.org/10.3390/molecules22061...
).

The studies on heparin recovery by using resin-based adsorption provided information on isolation and characterization of heparin but scarce in the kinetic data for the adsorption of heparin onto resin. The newly published study of Abdolmaleki et al. (2022)Abdolmaleki, M. K., Ganta, D., Shafiee, A., Velazquez, C. A., & Khambhati, D. P. (2022). Efficient heparin recovery from porcine intestinal mucosa using zeolite imidazolate framework-8. Molecules, 27(5), 1670. http://dx.doi.org/10.3390/molecules27051670. PMid:35268771.
http://dx.doi.org/10.3390/molecules27051...
has considered the kinetic modeling of heparin adsorption onto zeolite imidazolate framework-8. However, to the best authors’ knowledge, the kinetics of heparin adsorption onto \Dowex® 1x1 resin has not been reported.

In this study, the recovery of heparin from the porcine intestinal mucosa using Dowex® 1x1 resin and column chromatography was investigated. For this purpose, the heparin extraction was performed by alkaline hydrolysis in the presence of ammonium chloride as a buffer component. The effect of ammonium chloride concentration on the adsorption efficiency was evaluated to determine the optimal concentration. The heparin was recovered by adsorption onto resin and elution with sodium chloride solution. Furthermore, the kinetics of heparin adsorption onto the resin was analyzed to propose the adequate kinetic model. Therefore, this study provides information on kinetics of heparin adsorption using resin (Dowex® 1x1) that lacks in literature.

2 Materials and methods

2.1 Material

Porcine intestinal mucosal tissue for heparin isolation and bovine blood for preparation of citrate plasma were collected from the meat processing industry “Neoplanta”- Novi Sad. USP Sodium heparin reference standard (140 USP heparin units/mg), poly(styrene-co-divinylbenzene) 200-400 mesh particle size, Dowex® 1x1 ion exchange resin was obtained from Serva (Heidelberg, Germany).

2.2 Heparin extraction

The alkaline hydrolysis of porcine intestinal mucosal tissue (500 g) was performed by adding water (250 mL) and ammonium chloride (in amount that corresponded to following concentrations: 0.54 mol/L, 0.74 mol/L, 1.0 mol/L, 1.56 mol/L g), while pH-value of slurry was adjusted at 9 by ammonium hydroxide. The slurry was heated at 78 °C until boiling and then boiled for 10 min. The obtained hot slurry was filtered through the multilayer fabric. The coagulate was submitted to subsequent extraction with an ammonium chloride buffer solution three times to extract the remained heparin. The collected filtrate was mixed with 12 g of resin (Dowex® 1x1) for 4 h. The samples were taken every 30 min. Afterward, the resin was separated by filtration and rinsed, first, with water three times, then with the solution of sodium chloride (0.5 mol/L, pH = 8).

2.3 Antifactor Xa assay

The biological determination of heparin activity was performed according to the procedure of United States Pharmacopeial Convention (1994)United States Pharmacopeial Convention. (1994). USP official monographs: heparin sodium. In United States Pharmacopeial Convention (Ed.), The United States pharmacopeia, twenty third edition, USP XXIII: national formulary, eighteenth edition, NF XVIII (pp. 736-738). Rockville: United States Pharmacopeial Convention.. The substrate S-2222 was reconstituted in distilled water (20 mL) to final concentration of 1mmol/L. Antithrombin and Factor Xa solutions were prepared as specified by the manufacturer.

All experiments were performed in triplicate, and the average values with standard deviations (SD) at a confidence level (CL) of 95% calculated by Microsoft Excel, were presented.

2.4 Kinetic study

To analyze the kinetics of heparin adsorption onto the resin and to determine which model provide the best correlation of the experimental data, two models were employed, the pseudo-first-order and pseudo-second-order model.

The Lagergren’s pseudo-first-order model assumes that adsorption occurs through diffusion through the interface. It is based on the assumption that the rate of change of solute uptake with time is directly proportional to the difference in the amount at saturation and the amount of absorbed solute (Sahoo & Prelot, 2020Sahoo, T. R., & Prelot, B. (2020). Adsorption processes for the removal of contaminants from wastewater: the perspective role of nanomaterials and nanotechnology. In B. Bonelli, F. S. Freyria, I. Rossetti & R. Sethi (Eds.), Nanomaterials for the detection and removal of wastewater pollutants (pp. 161-222). Amsterdam: Elsevier. http://dx.doi.org/10.1016/B978-0-12-818489-9.00007-4.
http://dx.doi.org/10.1016/B978-0-12-8184...
). The Lagergren’s pseudo-first-order equation can be written as follows (Equation 1):

d q t d t = k 1 q e q t (1)

where qe (IU/mL) is the amount adsorbed at equilibrium expressed through specific activity of adsorbed heparin; qt (IU/mL) is the amount adsorbed at time t; k1 is the rate constant in the pseudo-first-order model (min-1).

After the integration of Equation 1 for boundary conditions qt=0 at t = 0 and qt=qt at t = t to obtain (Equation 2):

q t = q e 1 e k 1 t (2)

The linearized form of Equation 2 was used for determination of kinetic parameter k1 (Equation 3):

l n q e q t = k 1 t + l n q e (3)

The pseudo-second-order kinetic model assumes that the rate-limiting step is chemical sorption or chemisorption. The adsorption rate is dependent on the adsorption capacity, not on the concentration of adsorbate (Sahoo & Prelot, 2020Sahoo, T. R., & Prelot, B. (2020). Adsorption processes for the removal of contaminants from wastewater: the perspective role of nanomaterials and nanotechnology. In B. Bonelli, F. S. Freyria, I. Rossetti & R. Sethi (Eds.), Nanomaterials for the detection and removal of wastewater pollutants (pp. 161-222). Amsterdam: Elsevier. http://dx.doi.org/10.1016/B978-0-12-818489-9.00007-4.
http://dx.doi.org/10.1016/B978-0-12-8184...
). The pseudo-second-order kinetics can be presented by following differential equation (Equation 4):

d q t d t = k 2 q e q t 2 (4)

where k2 is the equilibrium rate constant in the pseudo-second-order model (mL/(IU·min).

The integration of Equation 5 by taking into account the boundary conditions resulted in:

q t = q e 2 k 2 t 1 + q e k 2 t (5)

Then Equation 5 is linearized to (Equation 6):

t q t = 1 k 2 q e 2 + t q e (6)

or (Equation 7)

1 q t = 1 k 2 q e 2 1 t + 1 q e (7)

3 Results and discussion

3.1 Heparin isolation

The raw extracts usually contain a low content of heparin thus the application of ion exchange resins for its isolation and purification is recommended. In this way, a purification of heparin that yields a higher concentration could be achieved. Dowex® 1x1 was employed for isolation and purification of heparin from raw alkaline extract. To avoid the contamination of ion exchange resin, the raw alkaline extract was filtrated. First, it was heated to boiling to ease the filtration of the coagulate. Apparently, the certain amount of heparin remained in the coagulate. Therefore, the coagulate was submitted to subsequent extraction with ammonium chloride buffer solution for three times. Total activity of combined filtrates was 713.5 IU and correspond to activity that remains in solid phase during filtration. Introducing the filtration step into the heparin isolation procedure had an advantage over the one without. Namely, the resulting solution had lower viscosity that alleviated heparin adsorption onto the resin and lowered the mixing intensity.

The other types of resins were successfully employed in heparin separation such as D254 resin (Shu et al., 2018Shu, S., Mi, Q., Yang, C., Bao, C., Wang, Z., & Niu, J. (2018). Heparin sodium was prepared from pig intestinal mucosa by dialysis and spray drying. Journal of Biosciences and Medicines, 6(10), 5-11. http://dx.doi.org/10.4236/jbm.2018.610002.
http://dx.doi.org/10.4236/jbm.2018.61000...
) and Q-Sepharose (method of Volpi, Sarwar et al., 2015Sarwar, M. I., Hussain, M. S., Manzoor, M. A., Ahmad, M., & Hakeem, A. (2015). Isolation and purification of heparin from bovine pancreas by different methods. Journal of Sheikh Zayed Medical College, 6, 873-877.). The comparative study of adsorption performance of quaternized-CS/PS microbeads, CS/PS microbeads and Amberlite FPA98 Cl resin showed that the quaternized-CS/PS microbeads had a better adsorption performance than others (Eskandarloo et al., 2018Eskandarloo, H., Godec, M., Arshadi, M., Padilla-Zakour, O. I., & Abbaspourrad, A. (2018). Multi-porous quaternized chitosan/polystyrene microbeads for scalable, efficient heparin recovery. Chemical Engineering Journal, 348, 399-408. http://dx.doi.org/10.1016/j.cej.2018.04.099.
http://dx.doi.org/10.1016/j.cej.2018.04....
). However, the multi-porous quaternized-CS/PS microbeads showed even the excellent adsorption capacity over the above mentioned because of the higher surface-to-volume ratio that provides more available reactive sites (Eskandarloo et al., 2018Eskandarloo, H., Godec, M., Arshadi, M., Padilla-Zakour, O. I., & Abbaspourrad, A. (2018). Multi-porous quaternized chitosan/polystyrene microbeads for scalable, efficient heparin recovery. Chemical Engineering Journal, 348, 399-408. http://dx.doi.org/10.1016/j.cej.2018.04.099.
http://dx.doi.org/10.1016/j.cej.2018.04....
).

Considering that ammonium chloride as a buffer component could affect the heparin adsorption onto the resin, the effect of its concentration on the heparin adsorption efficiency was investigated. The results are presented in Table 1.

Table 1
The effect of NH4Cl concentration on the sorption of heparin onto resin.

The high yields of purified heparin were achieved in the range of ammonium chloride concentration of 0.54-1 mol/L. It can be observed that the highest concentration of ammonium chloride concentration did not favor the heparin adsorption onto the resin. The highest adsorption efficiency was achieved at the lowest concentration of ammonium chloride. This way, a higher yield of recovered heparin (86.17%) from porcine intestinal mucosa was achieved than in the process using zeolite imidazolate framework-8 (70%) as an adsorbent (Abdolmaleki et al., 2022Abdolmaleki, M. K., Ganta, D., Shafiee, A., Velazquez, C. A., & Khambhati, D. P. (2022). Efficient heparin recovery from porcine intestinal mucosa using zeolite imidazolate framework-8. Molecules, 27(5), 1670. http://dx.doi.org/10.3390/molecules27051670. PMid:35268771.
http://dx.doi.org/10.3390/molecules27051...
).

3.2 Kinetic study

In order to investigate the kinetics of heparin adsorption onto the resin, the alkaline extract of heparin specific activity 14.9 IU/mL (i.e. total activity 6285 IU) was used for heparin recovery. The change of heparin specific activity with time is presented in Figure 1.

Figure 1
The change of heparin specific activity (⬤- bonded heparin, ○ - unbonded heparin) with time (average SD = ± 0.15 CL = 95%).

It could be noticed that the adsorption of heparin onto the resin was resembled by exponential curve. The adsorption was fast at the beginning, and 46.3% of heparin was adsorbed for 30 min. Then, the process of adsorption slowed gradually and 95.4% of heparin was adsorbed for 3 h. Recent investigation on extraction of heparin by arginine-functionalized flowered mesoporous silica nanoparticles reported that the adsorption efficiency increased with adsorption time up to 30 min (Zhang et al., 2021Zhang, C., Qi, S., Meng, J., & Chen, X. (2021). Selective and efficient extraction of heparin by arginine-functionalized flowered mesoporous silica nanoparticles with high capacity. Separation and Purification Technology, 276, 119321. http://dx.doi.org/10.1016/j.seppur.2021.119321.
http://dx.doi.org/10.1016/j.seppur.2021....
).

The fast adsorption at the beginning of process indicated the application of pseudo-first-order model for adsorption kinetic analysis. The value of k1 was determined from the slope of linear dependence of lnqeqt and t (Figure 2a).

Figure 2
The linear dependence of (a) lnqeqt and t, and (b) tqt and t.

This value was calculated to be 0.02 min-1. The determined value of qe, calc (14.2 IU/mL) was close to the experimental one (14.7 IU/mL). Considering the relatively low relative deviation between these two values (3.40%) and the relatively low mean relative percent deviation (MRPD) between the predicted and experimental data (6.98%, based on 16 data), the pseudo-first-order model can be recommended for a description of the heparin adsorption from the raw alkaline extract onto the resin.

The pseudo-second-order model has often been employed for modeling adsorption kinetics. Considering that most of the data points in the case of heparin adsorption onto resin were close to equilibrium, the pseudo-second-order model can be applied. The estimated value of k2 from the slope of linear approximation of tqt vs t was 0.002 mL/(IU·min) (Figure 2b). The higher value of qe, calc (16.7 IU/mL) was determined in the case of pseudo-second-order model. Nevertheless, the lower value of MRPD (3.62%, based on 16 data) between the predicted and experimental data was calculated. This result indicated a better prediction of heparin adsorption kinetics by the pseudo-second-order model.

However, further analysis is required to ensure the selection of an adequate model. Although both models had a high value of the coefficient of determination (R2) (Figure 2), they cannot compare because of the involved transformation of function, i.e., lnqeqt and tqt (Scott & Wild, 1991Scott, A., & Wild, C. (1991). Transformations and R2. The American Statistician, 45(2), 127-129.; Simonin, 2016Simonin, J. (2016). On the comparison of pseudo-first order and pseudo-second order rate laws in the modeling of adsorption kinetics. Chemical Engineering Journal, 300, 254-263. http://dx.doi.org/10.1016/j.cej.2016.04.079.
http://dx.doi.org/10.1016/j.cej.2016.04....
).

Therefore, R2 values of the same function qt for the pseudo-first-order and pseudo-second-order need to compare to obtain a relevant results (Simonin, 2016Simonin, J. (2016). On the comparison of pseudo-first order and pseudo-second order rate laws in the modeling of adsorption kinetics. Chemical Engineering Journal, 300, 254-263. http://dx.doi.org/10.1016/j.cej.2016.04.079.
http://dx.doi.org/10.1016/j.cej.2016.04....
). This implies a non-linear fitting of Equations 2 and 5 which results are presented in Tables 2-3.

Table 2
The two-parameters nonlinear fitting of Equations 2 and 5.
Table 3
The one-parameter nonlinear fitting of Equations 2 and 5.

The first procedure included the estimation of both model parameters, qe, calc and k1 or k2, while the second procedure involve estimation of one parameter, k1 or k2, using the experimental value of qe, exp.

According to obtained results (Tables 2-3), the two-parameters fitting provide the high and very close values of R2 for both pseudo-first-order and pseudo-second-order model.

Despite the high value of R2, the value of qe, calc determined for pseudo-second-order model did not correspond to qe, exp and higher value of MRPD was obtained. In the case of one-parameter fitting, the lower value of R2 for pseudo-second-order model and a significant higher value of MRPD were obtained. Considering that the two-parameters fitting yielded a value of qe, calc that corresponded to qe, exp, the higher value of R2 and the lowest value of MRPD recommended the pseudo-first-order over pseudo-second-order model. Compared with the results obtained by linear fitting for the pseudo-first-order model, the values corresponded to values estimated by nonlinear fitting, referring that the pseudo-first-order model provided a better fit of heparin adsorption onto the resin.

It can be concluded that adsorption of heparin onto the resin (Dowex® 1x1) occurred via diffusion through the interface. In the case of adsorption kinetics of heparin onto the zeolite imidazolate framework-8 (Abdolmaleki et al., 2022Abdolmaleki, M. K., Ganta, D., Shafiee, A., Velazquez, C. A., & Khambhati, D. P. (2022). Efficient heparin recovery from porcine intestinal mucosa using zeolite imidazolate framework-8. Molecules, 27(5), 1670. http://dx.doi.org/10.3390/molecules27051670. PMid:35268771.
http://dx.doi.org/10.3390/molecules27051...
) or ectoine onto the Dowex HCR-S (Wu et al., 2021Wu, Y., Wei, Y., & Wu, H. (2021). Adsorption and desorption behavior of ectoine using Dowex ® HCR-S ion-exchange resin. Processes, 9(11), 2068. http://dx.doi.org/10.3390/pr9112068.
http://dx.doi.org/10.3390/pr9112068...
), it was described by the pseudo-second-order model better than the pseudo-first-order model.

4 Conclusion

The efficient process of heparin recovery from porcine intestinal mucosa using the ion exchange resin was established. The process included alkaline hydrolysis, ion exchange resin adsorption, and elution. The concentration of ammonium chloride as a component of buffer (ammonium chloride/ammonium hydroxide) affected the heparin adsorption onto the resin in way that the highest adsorption efficiency was achieved at the lowest concentration of ammonium chloride. The kinetic study of heparin adsorption onto resin revealed that the pseudo-first-order model fitted the experimental data better than pseudo-second order model.

  • Practical Application: Adsorption system design for heparin recovery from the porcine intestinal mucosa.

References

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    » http://dx.doi.org/10.1016/j.drudis.2020.09.011
  • Eskandarloo, H., Godec, M., Arshadi, M., Padilla-Zakour, O. I., & Abbaspourrad, A. (2018). Multi-porous quaternized chitosan/polystyrene microbeads for scalable, efficient heparin recovery. Chemical Engineering Journal, 348, 399-408. http://dx.doi.org/10.1016/j.cej.2018.04.099
    » http://dx.doi.org/10.1016/j.cej.2018.04.099
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Publication Dates

  • Publication in this collection
    02 Sept 2022
  • Date of issue
    2022

History

  • Received
    01 June 2022
  • Accepted
    25 July 2022
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