Rebecca
Östmans‡
ab,
Maria F.
Cortes Ruiz‡
ab,
Jowan
Rostami
a,
Farhiya Alex
Sellman
ab,
Lars
Wågberg
ab,
Stefan B.
Lindström
c and
Tobias
Benselfelt
*ad
aDepartment of Fibre and Polymer Technology, Division of Fibre Technology, KTH Royal Institute of Technology, 100 44 Stockholm, Sweden. E-mail: bense@kth.se
bWallenberg Wood Science Center, 100 44 Stockholm, Sweden
cFSCN Research Center, Mid Sweden University, 851 70 Sundsvall, Sweden
dSchool of Materials Science and Engineering, Nanyang Technological University, 639798 Singapore, Singapore. E-mail: gustaftobias.b@ntu.edu.sg
First published on 20th March 2023
Fibrillar hydrogels are remarkably stiff, low-density networks that can hold vast amounts of water. These hydrogels can easily be made anisotropic by orienting the fibrils using different methods. Unlike the detailed and established descriptions of polymer gels, there is no coherent theoretical framework describing the elastoplastic behavior of fibrillar gels, especially concerning anisotropy. In this work, the swelling pressures of anisotropic fibrillar hydrogels made from cellulose nanofibrils were measured in the direction perpendicular to the fibril alignment. This experimental data was used to develop a model comprising three mechanical elements representing the network and the osmotic pressure due to non-ionic and ionic surface groups on the fibrils. At low solidity, the stiffness of the hydrogels was dominated by the ionic swelling pressure governed by the osmotic ingress of water. Fibrils with different functionality show the influence of aspect ratio, chemical functionality, and the remaining amount of hemicelluloses. This general model describes physically crosslinked hydrogels comprising fibrils with high flexural rigidity – that is, with a persistence length larger than the mesh size. The experimental technique is a framework to study and understand the importance of fibrillar networks for the evolution of multicellular organisms, like plants, and the influence of different components in plant cell walls.
Fibrillar hydrogels are easily made anisotropic by a bottom-up assembly of water-dispersed fibrils, for example, by vacuum filtration.6,9 Despite the promising properties and demonstrated applications of anisotropic fibrillar hydrogels; there is still no theoretical framework to describe their elastoplastic behavior under stress. Formulating such a framework was the aim of this work.
In the classical theory of polymeric hydrogels, the elastic behavior is described by an entropy elastic Gaussian chain model according to Flory and Rhener,15 while the Flory–Huggins theory describes the thermodynamics of mixing the components and the solvent.16,17 For fibrillar hydrogels, the thermodynamics of mixing can still be adapted, and the elastoplastic behavior can be qualitatively described by enthalpy elasticity – that is, bending or stretching of covalent bonds – and plastic friction.
Fibrillar hydrogels can be formed without crosslinking chemistry by volumetric restrictions known as colloidal glasses.18,19 Physical contact points induced by van der Waals interactions can further provide strength in the form of weak, temporary crosslinks or increased friction, while strong covalent crosslinking leads to a molecularly interconnected network. Regardless of whether the crosslinks are weak or strong, the mechanics of the networks should plausibly fit into one theoretical framework. However, the microstructural complexity of anisotropic nanoparticle networks is challenging to describe, and unlike polymer networks, a variety of models is likely needed to describe networks of particles with different shapes – that is, spheres, rods, or sheets.
Previously, the polymer gel model has been qualitatively used for anisotropic fibrillar networks,20,21 and their in-plane mechanical properties have been described.7 However, a quantitative description of the elastoplasticity of these networks is still incomplete. A proposed model for actin filaments is based on the relation between mesh size and shear modulus.9 This model is unsuitable for colloidal glasses, for which the influence of the charges on the particles considerably impacts the pressure balance. A simple model encompassing all fibrillar hydrogels with few mechanical elements, i.e., springs, dashpots, etc., is desirable.
This work moves toward a general elastoplastic model for anisotropic networks of charged fibrils based on network theory and measured swelling pressures of anisotropic fibrillar hydrogels made from charged cellulose nanofibrils (CNFs) as model fibrils. Note that this theoretical framework was not explicitly designed for cellulose fibrils and should be suitable for any network of stiff, charged fibrils. Hydrogels were prepared from different types of CNFs (Table 1) as model fibrillar hydrogels with different network microstructures to compare the theoretical description with experimental data. By changing the aspect ratio, the surface chemistry of the fibrils, or the ionic strength of the swelling medium, the mechanical behavior of the networks was described under compression perpendicular to the orientation of fibrils in the gel.
CM-long | CM-short | Cationic-long | Holo | |
---|---|---|---|---|
Charge density (mmol g−1) | 0.52 | 0.36 | 0.46 | 0.13 |
Width, d (nm) | 2.2 (0.7) | 2.6 (0.7) | 2.2 (0.6) | 4.0 (2.0) |
Length, L (μm) | 0.8 (0.3) | 0.4 (0.2) | 1.0 (0.4) | 3.0 (2.0) |
Aspect ratio | 360 | 150 | 450 | 750 |
The results show that the elastoplastic behavior of anisotropic hydrogels of stiff, charged fibrils can be described by a mechanical model of two springs, one representing the network and one the osmotic pressure, and one yielding element representing plastic sliding with friction at fibril contacts. For attractive gels, such as actin gels, the osmotic pressure in this model is negligible and can be removed. Conversely, for repulsive gels or glasses at low solidity, the compression stiffness of the gel is almost entirely determined by the ionic swelling pressure. A second-degree polynomial could describe the relationship between the network pressure and the solidity of the gel as it starts to dominate over the osmotic pressure when reaching critical solidity during compression. Different dimensions and chemistry of the fibrils also provided insight into the importance of the fibril characteristics.
This model provides a better understanding and utilization of anisotropic fibrillar hydrogels, such as their mechanical behavior for large deformations, the influence of anisotropy, and how they can be optimized in applications. It also demonstrates the robustness of cellulose networks in wet environments with water as an essential material component,22 providing insight into the evolutionary origin of cellulose as a turgor envelope for aquatic cells or into the basic understanding of the mechanical properties of the plant cell wall.23
High and low aspect ratio carboxymethylated CNFs (CM-long and CM-short), high-aspect-ratio cationic CNFs (cationic-long), and CNFs with a high amount of remaining hemicellulose as a hydrophilic coating (Holo) were used to manufacture hydrogels in this work, and the fibril properties are shown in Table 1. The fibrils are easily charged by chemical modification to prepare CNFs with excellent colloidal stability.26,27 This work aimed for a moderate charge density of the fibrils around 0.5 mmol g−1. The charge of the Holo CNFs is determined by the specific chemistry used in the delignification process, which is aimed only at removing lignin and preserving both charged and uncharged hemicellulose.28,29
The swelling of isotropic polymer or fibrillar networks can be described by a balance of applied external pressure (P) and contributing material pressure components according to a classical polyelectrolyte gel model:
P = Pchem + Pnet = Pmix + Pion + Pnet | (1) |
![]() | (2) |
It has been shown that by measuring the dimension of a polymer hydrogel placed in solutions of controlled chemical potential in combination with the measurement of swelling pressure, it is possible separate Pchem and Pnet to better understand the dynamic properties of the hydrogel network.31,32 In the present work, the swelling pressure of anisotropic fibrillar hydrogels was directly measured as a function of solidity and surrounding electrolyte concentration to separate the influence of Pion from Pmix and Pnet. These measurements are simplified because these anisotropic hydrogels swell uniaxially, out-of-plane, under such conditions so that the strain is essentially unidirectional.6 Thus, compressing the hydrogel from its unrestricted equilibrium swelling (Fig. 1a and b), a new restricted equilibrium is reached where the measured normal force represents the swelling pressure at the given solidity.
![]() | ||
Fig. 1 (a) Undeformed geometry with height h. (b) Deformed geometry at an out-of-plane compressive strain εc due to an applied pressure P. |
As noted, the anisotropy of the hydrogels results in anisotropic network stress and strain. The fibrillar hydrogel contains an electrolyte medium and a solid network phase of solidity ϕ. The volume-average stress tensor in the hydrogel material is:
σ = −(Pmix + Pion)I + σnet, | (3) |
σzz = −P, σxx = σyy = σxy = σxz = σxz ≈ 0. | (4) |
Pnet = P − Pmix − Pion. | (5) |
εzz = −εc, εxx = εyy = εIP, εxy = εxz = εyz ≈ 0, | (6) |
![]() | (7) |
As illustrated in Fig. 2a, the out-of-plane swelling pressure of the hydrogel was measured as a function of the gap (h) between two parallel plates. The compression was changed stepwise to allow the hydrogel to approach equilibrium for each incremental compression. The pressures under dynamic compression are outside the current scope but are higher due to the long relaxation time for fibrillar networks. Fig. 2b–e shows the measured pressure in the hydrogels as a function of solidity. In the case of hydrogels made from carboxymethylated and cationic CNFs (Fig. 2b–d), the electrolyte concentration (ci,soleqn (2)) had a considerable influence on the degree of swelling, that is, on the unrestricted equilibrium solidity (ϕ0). With a reduced gap, the pressure increases as the ionic groups of the CNFs are forced into a smaller volume, increasing ci,gel in eqn (2). The slope of the increasing pressure thus depends on the surrounding electrolyte concentration up to a high-enough solidity where the repulsive network pressure (Pnet) dominates. The slopes at different electrolyte concentrations were the same in the network-dominated regime. In theory, the curves should have the same final pressure as ϕ approaches 1, corresponding to the compression of a solid sheet.
In contrast, the swelling of Holo CNFs (Fig. 2e) was not as influenced by the electrolyte concentration, which is interesting since these fibrils still carry a significant charge in the order of 0.2 mmol g−1.28,29 The hypothesis is that the hemicelluloses shell results in Pnet and Pmix that are much greater than Pion so that the ionic swelling pressure is not distinguishable. The most probable explanation is that the hemicelluloses increase Pnet by forming physical crosslinks due to polymer entanglement and interdiffusion during the initial drying of the sheets. Another possibility is that repulsive ionic pressure is dissipated by changing the conformation of the dynamic hemicellulose shell compared to the static cellulose fibril contact zone (Fig. S3, ESI†). This data adds to the discussion about the role of hemicelluloses in the mechanical properties of the plant cell wall under different conditions.23
The proposed one-dimensional model explaining the data in Fig. 2 is schematically depicted in Fig. 3a and comprises three elements: (i) elastic modulus Enet representing the enthalpy elastic part of the network, (ii) elastic modulus Echem representing mainly the ionic contribution but also the thermodynamics of mixing, and (iii) a yielding element Pyield representing a limiting force before sliding with friction ensues, manifested as plastic deformation of the network. The network spring and the yielding element lead to stick or slip depending on the compression (δ or εc); below the yield compressive strain (), the network is elastic, while above
it deforms plastically. The yield is the reason for the unique stick-slip-stick behavior of fibril networks,33 meaning that, unlike crosslinked polymer networks, weakly associated fibril networks do not build elastic pressure as they are subjected to large deformation and thus have no elastic recoil. A relaxed fibril network has a similar Pnet in both extension and compression.
The equations describing the elastoplastic behavior in different compression regimes are included in Fig. 3a. Fig. 3b shows a qualitative drawing of how the different pressures contribute to the total plate pressure (P) required to keep the compressed state. At zero strain (ϕ0), Pnet = Pchem which means that there is a swelling pressure (P0), which is canceled by an equal opposing, negative pressure from the network – that is, the same pressure balance that keeps a balloon under equilibrium. Thus, depends on both Pyield and P0, and determines the normal pressure required for yielding with subsequent plastic deformation. Yielding is observed as a change of the slope at a position depending on the magnitude of Pyield and P0, as illustrated in Fig. 3c. Immediate yielding from the start would result in a single straight line.
The model parameters will have different values for different types of fibrils other than cellulose. The model is general and not filled with constants for specific fibrils. The aim was to show the general behavior of anisotropic fibrillar networks.
The model assumes homogeneous properties. However, different structures in the network lead to many local yielding positions of varying Pyield, and the transition between the elastic and plastic deformation would be gradual, as demonstrated in Fig. 3d. Fig. 3d also illustrates that the model is limited to moderate compression before densification of the network dominates, seen as a nonlinear increase of the pressure.
The experimental data were replotted against compressive strain in Fig. 3e for the CM long at different ionic strengths to test how this model agrees with experiments (other samples in Fig. S4, ESI†). The initial response was linear, at least in 0.1 and 10 mM NaCl, indicating an immediate yielding (Pyield and ) so that the initial resistance to compression comes almost exclusively from Pion. At 0.1 mM NaCl, compression of up to 50% was needed before Pnet was significant enough to induce nonlinearity. At 10 mM NaCl the linear part was up to about 25%, and at 100 mM NaCl, the response was nonlinear from the start. Increasing electrolyte concentration led to a diminishing Pion as ci,gel − ci,sol in eqn (2) approaches 0, and the network pressure dominates throughout the compression.
In 1 M NaCl Pion and Pmix are expected to be so small in comparison to Pnet and can be neglected to estimate Pnet. A model for fiber networks under uniaxial compression was used to estimate the elastic modulus of the networks under these conditions. Compression of fiber networks can be described using a Taylor expansion:
![]() | (8) |
The nonlinearity exponent (n) in Fig. 3d was determined to n = 2 by polynomial fitting of the data at 1 M NaCl – that is, when the repulsion is switched off – meaning that only the first two terms in eqn (8) were needed to describe these anisotropic fibrillar networks under compression. The approximate fitted values of the Enet are ∼300 kPa for CM-long, ∼200 kPa for CM-short, ∼100 kPa for cationic-long, and ∼200 kPa for Holo (Table 2). These moduli are indeed low, considering the relatively high solidity (ϕ*) and highlight the anisotropy of these networks. As a reference, the in-plane (dynamic) tensile modulus of CNF networks at these concentrations is ∼1 GPa.7 However, the dynamic in-plane modulus is measured without time for relaxation, whereas these compression moduli are estimated from static equilibrium, which is probably much lower than the dynamic compression modulus. The uncertainty of the elastic modulus from this curve fitting would be reduced by more measurement points, which would also require consideration of the resolution in the measurement. However, the relative magnitudes are reasonable based on the aspect ratio and previous swelling experiments.20,26
E net (kPa) | ϕ 0 | ϕ* | |
---|---|---|---|
CM-long | 330 ± 50 | 0.16 ± 0.00 | 0.41 ± 0.03 |
CM-short | 180 ± 190 | 0.20 ± 0.01 | 0.3 ± 0.1 |
280 ± 240 | 0.20 ± 0.02 | 0.4 ± 0.2 | |
Cationic-long | 70 ± 50 | 0.13 ± 0.01 | 0.24 ± 0.08 |
140 ± 80 | 0.13 ± 0.01 | 0.31 ± 0.09 | |
Holo | 190 ± 220 | 0.22 ± 0.03 | 0.3 ± 0.2 |
170 ± 200 | 0.22 ± 0.03 | 0.3 ± 0.2 |
The equilibrium solidity (ϕ0) is plotted in Fig. 4 as a function of the aspect ratio of the different CNFs. Besides being dependent on the electrolyte concentration – that is, a higher equilibrium solidity at higher NaCl concentration according to eqn (2) – the aspect ratio of the fibrils also significantly impacted the network. A lower aspect ratio CM-short networks had a higher electrolyte sensitivity than CM-long, since the restrictive Pnet is smaller in comparison to Pion. At higher electrolyte concentrations, CM-short had a higher equilibrium solidity, probably because shorter fibrils can pack into a denser network during the initial drying resulting in a lower volume fraction of pores that could open when the network swelled in water at high electrolyte concentration. The CM-short network also expanded more at low electrolyte concentrations due to fewer load-bearing contacts per fibril. The slightly different charge densities of CM-short and CM-long probably also contributed to this behavior.
![]() | ||
Fig. 4 Relationship between the equilibrium solidity and the aspect ratio of the fibrils for hydrogels swollen in solutions with different concentrations of NaCl. |
Fig. 4 also shows that cationic CNFs had a lower equilibrium solidity, as also shown in other studies.20,26 The reason for this behavior of cationic CNFs is still not determined, but it is probably related to the bulkiness of quaternary amines, their complex hydration, and the fact that they are non-titrating. Thus, cationic CNFs are fully charged regardless of their concentration, which probably significantly impacts the network formation upon drying and the subsequent reswelling into hydrogels. Carboxymethyl groups induce a local acidic pH inside the hydrogel that can lead to protonation and a lower effective charge density, hence lower ci,gel in eqn (2).
Holo CNFs had a fairly electrolyte-independent equilibrium solidity, suggestively due to the entangling of hemicelluloses or their conformability to minimize the effect of Pion.
This simple model should, with slight modifications, be able to describe any fibrillar hydrogel with weak contact zones that can slide with friction, both net repulsive networks as in this work, or net attractive, which can be achieved by adding acid to protonate carboxyl groups on the CNFs. Covalent contacts between fibrils would need a modified model, and these are also not as anisotropic since the covalent crosslinks prevent the orientation of fibrils during drying. The model provides a framework to start understanding the high stiffness of fibrillar hydrogels at low solidity and their ability to hold vast amounts of water. It also provides insight into why nanofibrils were essential as a construction element in the evolution of complex multicellular ocean-based life forms and later defying gravity in land-based plants. Concerning plants, the influence of hemicellulose was considerable, demonstrating their role as a “mortar” between cellulose fibrils in the plant cell wall. The measurement technique demonstrated here provides a sensitive and utterly useful toolbox to investigate the influence of different hemicelluloses to map the roles of different chemical functionalities within the plant cell walls. The anisotropy of these hydrogels is reminiscent of the plant cell walls and should thus be an excellent model system for further investigations.
Anionic, high aspect ratio CNFs (CM-long) were prepared through carboxymethylation. Washed never dried sulfite fibers (30 g, dry mass) was solvent exchanged by soaking the fibers in ethanol (∼250 mL) for 15 minutes followed by filtering off excess ethanol, repeated three times. The fibers were then impregnated in a solution of chloroacetic acid (4.4 g) dissolved in isopropanol (153 mL) for 30 minutes. The impregnated fibers were then added to a mixture of NaOH (4 g) dissolved in methanol (114 mL) and isopropanol (455 mL) preheated to 82 °C. The carboxymethylation reaction was continued for 60 minutes. Following the reaction, the fibers were washed with DI water (∼5 L) followed by aqueous HCl solution (0.01 M, ∼5 L), and finally, DI water (∼5 L). After washing, the fibers were soaked in sodium bicarbonate solution (5 wt%, 2 L) for 60 minutes to convert the carboxyl groups to sodium form. A final washing with DI water was performed until the conductivity of the water filtrate was below 5 μS cm−1. The chemically modified fibers were finally homogenized using a high-pressure microfluidizer (Microfluidizer M-110EH, Microfluidics Corp.) with one passage through 400/200 μm chambers (∼1000 bar) and three passages through 200/100 μm chambers (∼1650 bar), to achieve fibrils in the hydrogel form (∼1 wt%).
Footnotes |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d2sm01571d |
‡ These authors contributed equally to this work. |
This journal is © The Royal Society of Chemistry 2023 |