3.1. Characterization of the CA nanofiber membrane
Figure 2 shows the scanning electron microscopy (SEM) images of CA nanofiber membranes with and without glycerol. In the absence of glycerol, beads are noticeable in pure CA samples (i.e., C20G0 and C25G0), as shown in Fig. 2a and 2d. This is caused by the low viscosities of the dope solution, as shown in Table 1. C20G0, having a low CA concentration, exhibits a bead-on-string morphology due to the very low viscosity (2,934 cP) of the dope solution. Compared with C20G0, fewer beads are observed in C25G0, which has a higher polymer concentration. C25G0 exhibits a high viscosity of 12,480 cPs, as shown in Table 1, resulting in the average fiber diameter of 261 nm along with the presence of beads and thick fibers (> 1 \(\:{\mu\:}\text{m}\)). The distributed fiber diameter indicates that the electrospinning conditions are not appropriate for obtaining homogeneous nanofibers. In contrast, the addition of glycerol in samples such as C20G5 (Fig. 2b) and C20G10 (Fig. 2c) dramatically reduces bead formation, resulting in more homogeneous fiber diameters. C20G10 exhibits a low viscosity of 7,680 cPs, leading to a uniform nanofiber diameter of ~ 384 nm without any beads. After the addition of glycerol, the fiber diameter considerably increases at high CA concentrations while maintaining fiber uniformity, as shown in Fig. 2e and 2f. Finally, C25G10 shows the highest viscosity, the largest fiber diameter, and the largest pore size among the prepared samples. Because the pore size of nanofiber membranes is proportional to the fiber thickness, the pore size of prepared CA nanofiber membranes can be effectively tuned from 1 to 6\(\:\:{\mu\:}\text{m}\) without bead or nonuniform fiber formation by controlling the viscosity of the dope solution with the glycerol concentration.
Table 1
Dope solution viscosity, electrospun nanofiber diameter, and pore size of CA nanofiber membranes.
Sample | CA (wt.%) | Glycerol (wt.%) | Viscosity (cP) | Fiber diameter (nm) | Pore size (µm) |
C20G0 | 20 | 0 | 2,934 | Beads on string | - |
C20G5 | 20 | 5 | 4,508 | 293 ± 85 | 1.178 ± 0.026 |
C20G10 | 20 | 10 | 7,680 | 384 ± 72 | 1.889 ± 0.133 |
C25G0 | 25 | 0 | 12,480 | 261 ± 184 | 2.065 ± 0.057 |
C25G5 | 25 | 5 | 19,720 | 564 ± 78 | 2.164 ± 0.078 |
C25G10 | 25 | 10 | 31,740 | 1,310 ± 250 | 5.903 ± 0.311 |
These results indicate that the addition of glycerol to the dope solution increases intermolecular interactions via hydrogen bonding and enhances the entanglement between CA chains, eventually reaching the concentration required for forming homogeneous nanofibers (Nie et al. 2008). The schematic for establishing hydrogen bonding between chains via the addition of glycerol is illustrated in Fig. 3. Notably, the increase in the viscosity of the dope solution caused by glycerol addition is considerably smaller than the increase in the viscosity of the dope solution caused by an increase in the CA polymer concentration. Therefore, controlling the glycerol concentration is more advantageous for achieving homogeneous nanofibers than controlling the polymer concentration alone (Nusrat Sharmin 2021).
The ATR-FTIR spectra of C25G0, C25G5, and C25G10 are shown in Fig. 4a. In these spectra, the intensity of the O–H stretching peak in the range of 3,200–3,500 cm− 1 increases and that of the C–H stretching peak in the range of 2,875–2,940 cm− 1 also increases due to the remaining glycerol. Glycerol is not removed by thermal drying and remains strongly bonded with CA chains via hydrogen bonds (Huihua Liu 2013).
In the XRD patterns of CA membranes shown in Fig. 4b, two peaks are observed: the first at 8° due to the crystalline structure of CA and the second at 19° C due to the amorphous structure of CA. The peak at 2θ = 8° shows that the crystallinity of CA decreases due to the addition of glycerol (Chen et al. 2016). With an increase in the glycerol concentration, the intensity of the amorphous peak at 19° increases. The presence of glycerol in the polymer matrix causes a rearrangement of the chains via hydrogen bonding, resulting in decreased crystallinity (Yan et al. 2023). Consequently, the fibril structure in C25G10 has 87.8% amorphous and 12.2% crystalline segments whereas that in C25G0 has 60.2% amorphous and 39.8% crystalline segments, as calculated using Eq. 1 (Wan Daud and Djuned 2015). These observations imply that glycerol acts as a plasticizer in the CA membrane, contributing to increased flexibility and amorphousness.
Figure 5a shows the DSC curves of C25G0, C25G5, and C25G10. The DSC curves of nanofiber membranes show two heating cycles. In the first heating cycle, the peak temperatures for endothermic reactions in C25G0, C25G5, and C25G10 are 125°C, 101°C, and 103°C, respectively. The glass transition temperatures (Tg) of membranes were observed in the first and second heating cycles, as shown in Fig. 5a. The Tg values of C20G0, C20G5, and C20G10 in the second heating cycle are 216°C, 201°C, and 166°C, respectively. The Tg of CA nanofiber membranes with glycerol decreases due to a reduction in intermolecular interactions between polymer chains, which is attributed to the presence of different concentrations of glycerol (Alessandro Bonifacio 2023; Rafael Erdmann 2021). This interaction between CA and glycerol reduces the heat flow, as indicated by the endothermic tendency. The other reason for the decrease in Tg is possibly the change in the nature of the nanofiber caused by the addition of glycerol. In detail, nanofibers become more amorphous and their degree of amorphousness increases as the concentration of glycerol increases. This phenomenon is seen in the XRD patterns of membranes in Fig. 4b (Nie et al. 2008; Lucena et al. 2003). Moreover, mixing a plasticizer in the polymer increases the free volume in the material structure; thus, polymer chains can move around at lower temperatures, resulting in a lower Tg of the polymer (Saxena, Shukla, and Gaur 2021).
The TGA curves of C25G0, C25G5, and C25G10 nanofiber membranes are shown in Fig. 5b. In the TGA curve of C25G0, only one thermal event is observed between 300°C and 380°C, exhibiting a considerable mass loss due to the decomposition of CA. Compared to that of the C25G0 nanofiber membrane, the TGA curves of C25G5 and C25G10 nanofiber membranes exhibit two additional thermal events. The first thermal event is observed in the temperature range of 120–200°C, and the second event is observed in the temperature range from 250°C to 300°C. The first event is initiated at 120°C due to the evaporation of absorbed water. Because glycerol is a well-known moisturizer, the glycerol present nanofibers can easily absorb water. The second thermal event starts at 250°C and continues to 300°C before CA degradation and is attributed to the volatilization of glycerol linked between CA chains (Teixeira et al. 2021; Hong, Cho, and Kang 2020). The second thermal event is more clearly seen in the TGA curve of C25G10, indicating the retention of glycerol in prepared CA nanofiber membranes.
3.2. Characterization of MAPTAC-grafted RC nanofiber membranes
Table 2
Fiber diameters and pore sizes of C25G10-CA, C25G10-RC, and C25G10-RC-MAPTAC nanofiber membranes.
Sample | Fiber diameter (nm) | Pore size (µm) |
C25G10 (CA) | 1,310 ± 250 | 5.90 ± 0.31 |
C25G10 (RC) | 1,030 ± 227 | 2.96 ± 0.30 |
C25G10 (RC-MAPTAC) | 1,014 ± 181 | 1.73 ± 0.08 |
In the deacetylation process, membrane contraction is observed due to the loss of acetyl groups and formation of additional interchain hydrogen bonding networks of cellulose. As shown in Table 2, the pore size decreases from 5.90 µm to 2.96 µm due to the membrane contraction. Furthermore, high alkalinity induces several degradation reactions along the cellulose backbone, which may have partly occurred during the alkaline hydrolysis of these nanofiber membranes. The partial degradation of cellulose chains likely induces the rearrangement of the membrane structure immersed in an aqueous alkaline solution, which in turn decreases the pore size of the membrane (Tekin and Çulfaz-Emecen 2023; Zaborniak and Chmielarz 2023; Lindman et al. 2017).
The deacetylation and modification of the C25G10 membrane was confirmed using FTIR spectroscopy, as shown in Fig. 6a. In the FTIR spectrum of the C25G10-RC nanofiber membrane, the intensity of the –OH peak in the range of 3,300–3,500 cm− 1 increases, whereas that of the peaks of the acetyl group in the CA membrane (C = O at 1,734 cm− 1, C–H stretching at 2,933 and 2,875 cm− 1, C–O–C at 1,220 cm− 1) decreases after deacetylation. This indicates that the deacetylation process successfully replaces the acetyl group with a hydroxyl group (Serbanescu et al. 2020). The grafting of MAPTAC on the C25G10-RC nanofiber membrane was also confirmed via FTIR spectroscopy. A peak corresponding to quaternary ammonium is observed at 1,481 cm− 1 in the FTIR spectrum of C25G10-MAPTAC, which is not present in the FTIR spectra of C25G10 and C25G10-RC. The specific peak values of the MAPTAC functional groups are 3,356 cm− 1, 1,650 cm− 1, 1,479 cm− 1, 1,378 cm− 1, and 1,314 cm− 1. Furthermore, nitrogen was detected in C25G10-MAPTAC using SEM energy-dispersive X-ray spectroscopy (EDS), as shown in Fig. 6d. These results confirm the successful attachment of the quaternary ammonium ligand to the C25G10-RC nanofiber membrane (Li et al. 2021). The morphological changes in the C25G10-RC nanofiber after alkaline hydrolysis cannot be visualized in Fig. 6b and 6c, but the fiber diameter and membrane thickness considerably decrease. Although the fiber diameter does not considerably change after ligand modification, the membrane thickness and pore size further decrease after MATPAC modification, as shown in Fig. 6d and Table 2, due to the entanglement of nanofibers by chemical cross linking and physical squeezing during modification processes. Finally, the prepared nanofiber membrane adsorber exhibits a thickness of 200 \(\:{\mu\:}\text{m}\) and an average pore size of 1.73 \(\:{\mu\:}\text{m}\).
3.3. Evaluation of membrane chromatography
Highly permeable membranes with a uniform pore size are preferred in membrane chromatography because the convection-based well-distributed adsorption of large molecules in 10–20-layer stacked membranes with low permeation resistance is needed. Furthermore, a large surface area modified with adsorption functional groups is needed to obtain a high adsorption capacity. Because there is a trade-off relationship between the pore size and surface area at the same porosity, the pore size and membrane permeance should be considered for membrane chromatography applications. Furthermore, the ligand modification process can lead to a narrow internal structure and reduced membrane permeance and adsorption capacity when the pore size is too small (Jan Schwellenbach 2016b; Jan Schwellenbach 2016a). Therefore, it is important to tailor the membrane and ligand to create a favorable structure, considering factors such as binding capacity and permeability.
Table 3
Pore size, porosity, SBC, DBC10% of RC nanofiber–based membrane adsorbers at 1, 10, and 20 MV/min.
Sample | Pore size (µm) | Porosity (%) | SBC (mg/mL) | DBC10% (mg/mL) |
1 MV/min | 10 MV/min | 20 MV/min |
C25G5-RC-MAPTAC | 0.783 ± 0.03 | 58.0 | 273.40 | 101.25 | 97.69 | 88.88 |
C25G10-RC-MAPTAC | 1.725 ± 0.08 | 58.9 | 239.92 | 122.53 | 113.49 | 112.09 |
C25G5-RC-MAPTAC and C25G10-RC-MAPTAC with similar porosity were tested, and their binding capacities are shown in Table 3. The SBC of C25G5-RC-MAPTAC is 273.4 mg/mL whereas that of C25G10-RC-MAPTAC is 239.9 mg/mL. Because the SBC indicates the maximum binding capacity of membranes at equilibrium, the SBC increases with a decrease in the membrane pore size (i.e., increase in the surface area). However, the DBC10% of C25G10-RC-MAPTAC is higher than that of C25G5-RC-MAPTAC, implying a membrane with a larger pore size can more effectively adsorb protein under permeation conditions. Even though C25G5-RC-MAPTAC has a high ligand density, some small pores are not active or blocked during BSA filtration, resulting in low DBC10% values. The DBC10% of the membranes under different flow rate conditions was also measured. An increase in the flow rate shortens the contact time between the adsorbent and target material (Conidi, Parker, and Smith 2019). The C25G5-RC-MAPTAC nanofiber membrane exhibits the adsorption performance of 101.25 mg/mL at 1 MV/min, 97.69 mg/mL at 10 MV/min, and 88.88 mg/mL at 20 MV/min. In this case, a relatively large decrease in DBC10% is observed at high flow rates. C25G10-RC-MAPTAC exhibits the highest DBC10% of 122.53 mg/mL at 1 MV/min, but the DBC10% decreases to 113.49 mg/mL at > 10 MV/min. These results show that an increase in the flow rate decreases the contact time between the BSA and membrane, and the adsorption capacity eventually decreases because the residence time decreases due to the high flow rate (Conidi, Parker, and Smith 2019; Liang et al. 2022). Consequently, the pore size and flow rate affect the adsorption efficiency of the membrane adsorbers.
Table 4
Comparison of DBC10% of C25G10-RC-MAPTAC, reported membranes in literatures, commercial membrane adsorbers, and chromatography resin.
Name | Properties | Flow rate | SBC | DBC10% of BSA | Reference |
C25G10-MAPTAC | Cellulose nanofiber | 20 MV/min | 220 mg/ml | 112.09 mg/ml | This work |
PSF-GMA-DEA | Nanofibers | 2.85 MV/min | 260 mg/ml | 201.3 mg/ml | (Chen, Wickramasinghe, and Qian 2020) |
PAN-GMA-DMA | | | 40 mg/ml | 87.2 mg/ml | |
S 0% CL | Polypropylene membrane | - | 160 mg/ml | - | (He and Ulbricht 2008) |
A 0mM | 120 mg/ml |
PBT-GMA-DEA | poly(butylenetherephthalate) nonwoven | 0.1 ml/min | 1.3 g/g | 40.62 mg/ml | (Lemma, Boi, and Carbonell 2021) |
EA-C | Polyethylene hollow fiber | 9 L/min | 26 mg/ml | 17 mg/ml | (Kubota et al. 1996) |
Poly(DMAEMA) | RC membrane | 87 MV/min | 130 mg/ml | 97.5 mg/ml | (Bhut and Husson 2009) |
Nano-DEAE | Cellulose nanofiber | 4 cm/min | 10.7 mg/ml | 5.0 mg/ml | (Hardick et al. 2013) |
Sartobind Q | Reinforced cellulose membrane | 20 MV/min | - | 29 mg/ml | |
Mustang Q | Polyethersulfone membrane | 20 MV/min | - | 50 mg/ml | |
Natrix HD-Q | Supported hydrogel | 5–25 MV/min | - | 200 mg/ml | |
Eshmuno Q | Q resin | 100 CV/h | - | 96 mg/ml | |
Capto Q | Q resin | 35 CV/h | - | 100 mg/ml | |
Q Sepharose | Q resin | 47 CV/h | - | 42–70 mg/ml | |
*The properties of commercial products are from the manufacture datasheets. CV : column volume |
The BSA adsorption capability of the MC membrane, specifically C25G10-RC-MAPTAC nanofiber membrane fabricated in this study, was compared to that of other commercial MC membranes. The results in Table 4 show that C25G10-MAPTAC exhibits considerably superior static and dynamic BSA adsorption capacities. Although the direct performance comparison with the reported data from the literatures due to different operating conditions and binding capacity evaluation methods, the prepared nanofiber based C25G10-MAPTAC exhibited excellent dynamic binding capacity compared to various nonwoven, microfiltration membrane, and nanofiber based MC membranes. In addition, it showed competitive flow rate and dynamic binding capacity compared to chromatography resin products implying a promising applications of MC processes for fast and low cost purification process operation. Notably, when examining the BSA adsorption capacity relative to the pore size, it is evident that C25G10-MAPTAC is superior to other commercial MC membranes. This notable performance can be attributed to the grafted MAPTAC layer formed on highly porous nanofiber RC membranes. Briefly, the combination of a large pore size and elevated protein adsorption capacity signifies the potential of the RC nanofiber-based membrane adsorbers for achieving highly efficient separation and purification with substantial flow rates in biopharmaceutical production, separation, and purification processes (Şimşek, Eroğlu, and Erbil 2019).