Scholarly Works, Macromolecules Innovation Institute (MII)
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- A Green, Fire-Retarding Ether Solvent for Sustainable High-Voltage Li-Ion Batteries at Standard Salt ConcentrationXia, Dawei; Tao, Lei; Hou, Dong; Hu, Anyang; Sainio, Sami; Nordlund, Dennis; Sun, Chengjun; Xiao, Xianghui; Li, Luxi; Huang, Haibo; Lin, Feng (Wiley-V C H Verlag, 2024-10-01)Lithium-ion batteries (LIBs) are increasingly encouraged to enhance their environmental friendliness and safety while maintaining optimal energy density and cost-effectiveness. Although various electrolytes using greener and safer glyme solvents have been reported, the low charge voltage (usually lower than 4.0 V vs Li/Li+) restricts the energy density of LIBs. Herein, tetraglyme, a lesstoxic, non-volatile, and non-flammable ether solvent, is exploited to build safer and greener LIBs. It is demonstrated that ether electrolytes, at a standard salt concentration (1 m), can be reversibly cycled to 4.5 V vs Li/Li+. Anchored with Boron-rich cathode-electrolyte interphase (CEI) and mitigated current collector corrosion, the LiNi0.8Mn0.1Co0.1O2 (NMC811) cathode delivers competitive cyclability versus commercial carbonate electrolytes when charged to 4.5 V. Synchrotron spectroscopic and imaging analyses show that the tetraglyme electrolyte can sufficiently suppress the overcharge behavior associated with the high-voltage electrolyte decomposition, which is advantageous over previously reported glyme electrolytes. The new electrolyte also enables minimal transition metal dissolution and deposition. NMC811||hard carbon full cell delivers excellent cycling stability at C/3 with a high average Coulombic efficiency of 99.77%. This work reports an oxidation-resilient tetraglyme electrolyte with record-high 4.5 V stability and enlightens further applications of glyme solvents for sustainable LIBs by designing Boron-rich interphases.
- Kinetics of Calcite Nucleation onto Sulfated Chitosan Derivatives and Implications for Water-Polysaccharide Interactions during Crystallization of Sparingly Soluble SaltsKnight, Brenna M.; Mondal, Ronnie; Han, Nizhou; Pietra, Nicholas F.; Hall, Brady A.; Edgar, Kevin J.; Welborn, Valerie Vaissier; Madsen, Louis A.; De Yoreo, James J.; Dove, Patricia M. (American Chemical Society, 2024-07-11)Anionic macromolecules are found at sites of CaCO3 biomineralization in diverse organisms, but their roles in crystallization are not well-understood. We prepared a series of sulfated chitosan derivatives with varied positions and degrees of sulfation, DS(SO3-), and measured calcite nucleation rate onto these materials. Fitting the classical nucleation theory model to the kinetic data reveals the interfacial free energy of the calcite-polysaccharide-solution system, gamma(net), is lowest for nonsulfated controls and increases with DS(SO3-). The kinetic prefactor also increases with DS(SO3-). Simulations of Ca2+-H2O-chitosan systems show greater water structuring around sulfate groups compared to uncharged substituents, independent of sulfate location. Ca2+-SO3- interactions are solvent-separated by distances that are inversely correlated with DS(SO3-) of the polysaccharide. The simulations also predict SO3- and NH3+ groups affect the solvation waters and HCO3- ions associated with Ca2+. Integrating the experimental and computational evidence suggests sulfate groups influence nucleation by increasing the difficulty of displacing near-surface water, thereby increasing gamma(net). By correlating gamma(net) and net charge per monosaccharide for diverse polysaccharides, we suggest the solvent-separated interactions of functional groups with Ca2+ influence thermodynamic and kinetic components to crystallization by similar solvent-dominated processes. The findings reiterate the importance of establishing water structure and properties at macromolecule-solution interfaces.
- Ethyl cellulose-block-poly(benzyl glutamate) block copolymer compatibilizers for ethyl cellulose/poly(ethylene terephthalate) blendsChinn, Abigail F.; Trindade Coutinho, Isabela; Kethireddy, Saipranavi Reddy; Williams, Noah R.; Knott, Kenneth M.; Moore, Robert B.; Matson, John B. (Royal Society Chemistry, 2024-08-27)Blends of petroleum-based polymers with bio-sourced polymers are an alternative to polymers derived from non-renewable resources. However, polymer blends are usually immiscible, and a compatibilizer, often a block copolymer, is required to improve mixing. In this work, we synthesized a block copolymer of ethyl cellulose (ECel) and poly(benzyl glutamate), termed ECel-block-poly(BG), and we applied it as a compatibilizer for ECel/poly(ethylene terephthalate) (ECel/PET) blends. To synthesize this block copolymer, two ECel-NH2 macroinitiators were evaluated for ring-opening polymerization of benzyl glutamate-N-thiocarboxyanhydride (BG-NTA), one with the amine directly attached to the ECel reducing chain end, and the other with a short PEG linker between ECel and the amine initiator. The PEG-containing macroinitiator led to the synthesis of a block copolymer that was unimodal by size-exclusion chromatography (SEC) while the other initiator led to uncontrolled homopolymerization of BG-NTA, presumably due to steric hindrance near the primary amine. A series of solvent studies revealed that polymerization of BG-NTA in CH2Cl2 was the best system for obtaining the ECel-block-poly(BG) block copolymer, achieving 95% conversion based on H-1 NMR spectroscopy. The success of chain extension and molecular weight analysis were evaluated using SEC with multi-angle light scattering (SEC-MALS). Blends composed of 70% ECel and 30% PET with different weight percentages (wt%) of block copolymer compatibilizer were made via solvent casting from hexafluoroisopropanol. Phase contrast optical microscopy and small-angle laser light scattering were used to probe the effectiveness of the ECel-block-poly(BG) block copolymer as a compatibilizer (5-30 wt%) for the 70/30 ECel/PET blends. A decrease in average domain size from 15 +/- 4 mu m in the base blend (without compatibilizer) to 2 +/- 1 mu m in the blend containing 30 wt% ECel-block-poly(BG) indicated successful compatibilization of the blend.
- Customizing STEM organogels using PET-RAFT polymerizationBowman, Zaya; Baker, Jared G.; Hughes, Madeleine J.; Nguyen, Jessica D.; Garcia, Mathew; Tamrat, Nahome; Worch, Joshua C.; Figg, C. Adrian (Royal Society Chemistry, 2024-10-01)Photoinduced electron/energy transfer (PET) reversible addition-fragmentation chain transfer (RAFT) polymerization results in more uniform polymer networks compared to networks synthesized by thermally initiated RAFT polymerizations. However, how PET-RAFT polymerizations affect molecular weight control and physical properties during parent-to-daughter block copolymer network synthesis is unclear. Herein, we synthesized a structurally tailored and engineered macromolecular (STEM) organogel composed of poly(methyl acrylate) and a degradable crosslinker. Chain extensions on the STEM organogel were performed using PET-RAFT polymerization of either methyl acrylate (MA) or N,N-dimethylacrylamide (DMA) with or without additional crosslinker. We found that physical properties were dependent on monomer composition and crosslinking. The swelling ratios of the diblock networks were similar in DMAc. Conversely, swelling ratios in water increased by 430% for networks extended with MA and 5200% for networks extended with DMA compared to the parent organogels. Rheological analysis showed a tunable modulus from 1000-4000 Pa. However, size exclusion chromatography analysis of the degraded gels revealed that the PET-RAFT polymerization chain extension yielded disperse block copolymers with poor control over the molecular weight. These results indicate that PET-RAFT polymerizations can be used to expand organogel networks to block copolymer networks to modulate physical properties, but control over the chain extension polymerization is lost. Looking forward, this report points to opportunities to gain control over PET-RAFT block copolymer network synthesis via secondary reversible deactivation pathways. PET-RAFT polymerization was used to modify STEM organogels, while degradable linkers enabled the characterization of the resulting block copolymers.
- Electrospun Lithium Porous Nanosorbent Fibers for Enhanced Lithium Adsorption and Sustainable ApplicationsPan, Yanan; Zhang, Yue; Thompson, Connor; Liu, Guoliang; Zhang, Wencai (American Chemical Society, 2024-09-30)Electrospun nanosorbent fibers specifically designed for efficient lithium extraction were developed, exhibiting superior physicochemical properties. These fibers were fabricated using a polyacrylonitrile/dimethylformamide matrix, with viscosity and dynamic mechanical analysis showing that optimal interactions were achieved at lower contents of layered double hydroxide. This meticulous adjustment in formulation led to the creation of lithium porous nanosorbent fibers (Li-PNFs-1). Li-PNFs-1 exhibited outstanding mechanical attributes, including a yield stress of 0.09 MPa, a tensile strength of 2.48 MPa, and an elongation at a break of 19.7%. Additionally, they demonstrated pronounced hydrophilicity and hierarchical porous architecture, which greatly favor rapid wetting kinetics and lithium adsorption. Morphologically, they exhibited uniform smoothness with a diameter averaging 546 nm, indicative of orderly crystalline growth and a dense molecular arrangement. X-ray photoelectron spectroscopy and density functional theory using Cambridge Serial Total Energy Package revealed modifications in the spatial and electronic configurations of polyacrylonitrile due to hydrogen bonding, facilitating lithium adsorption capacity up to 13.45 mg/g under optimal conditions. Besides, kinetics and isotherm showed rapid equilibrium within 60 min and confirmed the chemical and selective nature of Li+ uptake. These fibers demonstrated consistent adsorption performance across multiple cycles, highlighting their potential for sustainable use in industrial applications.
- Catalyzing PET-RAFT Polymerizations Using Inherently Photoactive Zinc MyoglobinAnderson, Ian C.; Gomez, Darwin C.; Zhang, Meijing; Koehler, Stephen J.; Figg, C. Adrian (Wiley-V C H Verlag, 2025-01-10)Protein photocatalysts provide a modular platform to access new reaction pathways and affect product outcomes, but their use in polymer synthesis is limited because co-catalysts and/or co-reductants are required to complete catalytic cycles. Herein, we report using zinc myoglobin (ZnMb), an inherently photoactive protein, to mediate photoinduced electron/energy transfer (PET) reversible addition-fragmentation chain transfer (RAFT) polymerizations. Using ZnMb as the sole reagent for catalysis, photomediated polymerizations of N,N-dimethylacrylamide in PBS were achieved with predictable molecular weights, dispersity values approaching 1.1, and high chain-end fidelity. We found that initial apparent rate constants of polymerization increased from 4.6x10-5 s-1 for zinc mesoporpyhrin IX (ZnMIX) to 6.5x10-5 s-1 when ZnMIX was incorporated into myoglobin to yield ZnMb, indicating that the protein binding site enhanced catalytic activity. Chain extension reactions comparing ZnMb-mediated RAFT polymerizations to thermally-initiated RAFT polymerizations showed minimal differences in block copolymer molecular weights and dispersities. This work enables studies to elucidate how protein modifications (e.g., secondary structure folding, site-directed mutagenesis, directed evolution) can be used to modulate polymerization outcomes (e.g., selective monomer additions towards sequence control, tacticity control, molar mass distributions).
- High cycle performance of twisted and coiled polymer actuatorsTsai, Samuel; Wang, Qiong; Hur, Ohnyoung; Bartlett, Michael D.; King, William P.; Tawfick, Sameh (Elsevier, 2025-01-01)Twisted and coiled polymer actuators (TCPA), also known as coiled artificial muscles, are gaining popularity in soft robotics due to their large contractile actuation and work capacity. However, while it has been previously claimed that the stroke of TCPA remains stable after thousands of cycles, their absolute length change has not been rigorously studied. Here, we constructed an isobaric cycling setup that relies on fast heating and cooling by water immersion. This enables testing for 10k cycles in a duration of 56 hours, where the muscle temperature is varied between 15 degrees C and 75 degrees C at a rate of 20 seconds per cycle. Surprisingly, while the stroke usually remains unchanged for the entire 10k cycles as previously claimed, the final muscle loaded length exhibits all the geometrical possibilities of creep behavior as it can remain unchanged, elongate (creep), or contract (reverse creep) at the end of the test. Based on a wide range of experiments, we derived an empirical law which captures the observed relationship between the final muscle length change Delta L, the stroke alpha, and the passive strain 80: 80 + alpha = Delta L. Using this relation, the final length change of the muscle can be predicted from the first 100 cycles only. We show that polyvinylidene fluoride (PVDF), which does not swell in water, and nylon, which swells, follow this empirical law by testing in water with and without a protective coating, respectively. These results offer practical design guidelines for predictive actuation over thousands of cycles.
- Reaction-Type-Dependent Behavior of Redox-Hopping in MOFs-Does Charge Transport Have a Preferred Direction?Yan, Minliang; Bowman, Zaya; Knepp, Zachary J.; Peterson, Aiden; Fredin, Lisa A.; Morris, Amanda J. (American Chemical Society, 2024-11-21)Redox hopping is the primary method of electron transport through redox-active metal-organic frameworks (MOFs). While redox hopping adequately supports the electrocatalytic application of MOFs, the fundamental understandings guiding the design of redox hopping MOFs remain nascent. In this study, we probe the rate of electron and hole transport through a singular MOF scaffold to determine whether the properties of the MOF promote the transport of one carrier over the other. A redox center, [RuII(bpy)2(bpy-COOH)]2+, where bpy = 2,2 '-bipyridine and bpy-COOH = 4-carboxy-2,2 '-bipyridine, was anchored within NU-1000. The electron hopping coefficients (D e ) and ion diffusion coefficients (D i ) were calculated via chronoamperometry and application of the Scholz model. We found that electrons transport more rapidly than holes in the studied MOF. Interestingly, the correlation between D e and self-exchange rate built in previous research predicted reversely. The contradicting result indicates that spacing between the molecular moieties involved in a particular hopping process dominates the response.
- Gelation during Ring-Opening Reactions of Cellulosics with Cyclic Anhydrides: Phenomena and MechanismsPetrova, Stella P.; Zheng, Zhaoxi; Heinze, Daniel Alves; Welborn, Valerie; Bortner, Michael J.; Schmidt-Rohr, Klaus; Edgar, Kevin J. (American Chemical Society, 2024-11-21)Cellulose esters are used in Food and Drug Administration-approved oral formulations, including in amorphous solid dispersions (ASDs). Some bear substituents with terminal carboxyl moieties (e.g., hydroxypropyl methyl cellulose acetate succinate (HPMCAS)); these omega-carboxy ester substituents enhance interactions with drug molecules in solid and solution phases and enable pH-responsive drug release. However, the synthesis of carboxyl-pendent cellulose esters is challenging, partly due to competing reactions between introduced carboxyl groups and residual hydroxyls on different chains, forming either physically or covalently cross-linked systems. As we explored ring-opening reactions of cyclic anhydrides with cellulose and its esters to prepare polymers designed for high ASD performance, we became concerned upon encountering gelation. Herein, we probe the complexity of such ring-opening reactions in detail, for the first time, utilizing rheometry and solid-state 13C NMR spectroscopy. Gelation in these ring-opening reactions was caused predominantly by physical interactions, progressing in some cases to covalent cross-links over time.
- Scalable Accelerated Materials Discovery of Sustainable Polysaccharide-Based Hydrogels by Autonomous Experimentation and Collaborative LearningLiu, Yang; Yue, Xubo; Zhang, Junru; Zhai, Zhenghao; Moammeri, Ali; Edgar, Kevin J.; Berahas, Albert S.; Al Kontar, Raed; Johnson, Blake N. (American Chemical Society, 2024-12-11)While some materials can be discovered and engineered using standalone self-driving workflows, coordinating multiple stakeholders and workflows toward a common goal could advance autonomous experimentation (AE) for accelerated materials discovery (AMD). Here, we describe a scalable AMD paradigm based on AE and "collaborative learning". Collaborative learning using a novel consensus Bayesian optimization (BO) model enabled the rapid discovery of mechanically optimized composite polysaccharide hydrogels. The collaborative workflow outperformed a non-collaborating AMD workflow scaled by independent learning based on the trend of mechanical property evolution over eight experimental iterations, corresponding to a budget limit. After five iterations, four collaborating clients obtained notable material performance (i.e., composition discovery). Collaborative learning by consensus BO can enable scaling and performance optimization for a range of self-driving materials research workflows driven by optimally cooperating humans and machines that share a material design objective.
- Anisotropic and Heterogeneous Thermal Conductivity in Programmed Liquid Metal Composites Through Direct Ink WritingHur, Ohnyoung; Markvicka, Eric J.; Bartlett, Michael D. (Wiley-V C H Verlag, 2025-03-01)Thermal management in electric vehicles, electronics, and robotics requires the systematic ability to dissipate and direct the flow of heat. Thermally conductive soft composites are promising for thermal management due to their high thermal conductivity and mechanical flexibility. However, composites typically have the same microstructure throughout a film, which limits directional and spatial control of thermal management in emerging systems that have distributed heat loads. Herein, directional and spatially tunable thermal properties are programmed into liquid metal (LM) soft composites through a direct ink writing (DIW) process. Through the local control of LM droplet aspect ratio and orientation this programmable LM microstructure has a thermal conductivity in the direction of LM elongation of 9.9 W m-1K-1, which is similar to 40 times higher than the unfilled elastomer (0.24 W m-1K-1). The DIW process enables LM droplets to be oriented in specific directions with tunable aspect ratios at different locations throughout a continuous film. This introduces anisotropic and heterogeneous thermal conductivity in compliant films to control the direction and magnitude of heat transfer. This methodology and resulting materials can provide designed thermal management solutions for rigid and soft devices.
- Process parameter optimization in polymer powder bed fusion of final part properties in polyphenylene sulfide through design of experimentsHo, Ian; Bryant, Jackson; Chatham, Camden; Williams, Christopher (Springernature, 2024-12-17)The Additive Manufacturing (AM) modality of Laser-Based Powder Bed Fusion of Polymers (PBF-LB/P) is an established method for manufacturing semi-crystalline polymers. Like other AM processes, the selection of PBF-LB/P process parameters is critical as it has direct effect on final part properties. While prior research has been predominantly focused on polyamides (e.g., nylon 12), there exists a gap in exploring how process parameters affect higher performance polymers, such as polyphenylene sulfide (PPS). This work aims to explore the effects of PBF-LB/P process parameters on PPS parts printed via PBF-LB/P. While prior PBF-LB/P parameter research primarily relies on evaluating energy input to the system through a single numerical value of energy density, this study investigates the interplay of the print parameters within the energy density equation. To achieve these goals, an analysis was performed on the influence of the laser power, hatch spacing, and beam velocity on ultimate tensile strength (UTS), modulus, and crystallinity of printed parts. A Taguchi L8 array was used in balancing the print parameter combinations allowing for isolation of variance to the specific factors and interactions. Through this approach, print parameter combinations that improved UTS and modulus were identified. Additionally, the study revealed that numerically equivalent energy densities did not lead to equivalent performance, underscoring the significance for including the constitutive process parameters within the energy density equation when establishing process property relationships in printing with PBF-LB/P.
- Copper Oxidation-Induced Nanoscale Deformation of Electromechanical, Laminate Polymer/Graphene Thin Films during Thermal Annealing: Implications for Flexible, Transparent, and Conductive ElectrodesCroft, Zacary L.; Valenzuela, Oscar; Thompson, Connor; Whitfield, Brendan; Betzko, Garrett; Liu, Guoliang (American Chemical Society, 2024-12-12)The transfer of large-area, continuous, chemical vapor deposition (CVD)-grown graphene without introducing defects remains a challenge for fabricating graphene-based electronics. Polymer thin films are commonly used as supports for transferring graphene, but they typically require thermal annealing before transfer. However, little work has been done to thoroughly investigate how thermal annealing affects the polymer/graphene thin film when directly annealed on the growth substrate. In this work, we demonstrate that under improper annealing conditions, thermal annealing of poly(ether imide)/single-layer graphene (PEI/SLG) thin films on Cu causes detrimental nanoscale structural deformations, which permanently degrade the mechanical properties. Furthermore, we elucidate the mechanisms of PEI/SLG deformation during thermal annealing and find that permanent deformations and cracking are caused by Cu substrate oxidation. This study provides an understanding of annealing-induced deformation in polymer/graphene thin films. We anticipate that this knowledge will be useful for further developing defect-free, graphene-based thin film electronics.
- Advancements, applications, and challenges of polyhydroxyalkanoates (PHAs) in packaging as biodegradable bioplasticsAhn, Kihyeon; Taylor, Chloe M.; Kim, Young-Teck (2025-04-01)The rising environmental concerns associated with petroleum-based plastics have driven the search for biodegradable alternatives, particularly for short-term and dispos- able applications. Polyhydroxyalkanoates (PHAs), a class of biopolymers and bioplastics, derived from renewable resources, offer promising features for sustainable packaging. However, PHAs often face technical challenges limiting their practical applications in packaging. Recent advancements in biomanufacturing processes have aimed to address the limitations, such as thermal stability, selective biodegradability, barrier properties, and mechanical and physical properties, through diverse approaches including new production processes, diversified feedstocks, and fermentation technologies. This chap- ter explores the structural diversity and types of PHAs, their environmental degradation behaviors, and the perspectives on their application within the packaging industry, particularly in alignment with regulatory standards and sustainability goals.
- Thermodynamics of calcium binding to heparin: Implications of solvation and water structuring for polysaccharide biofunctionsKnight, Brenna M.; Gallagher, Connor M. B.; Schulz, Michael D.; Edgar, Kevin J.; McNaul, Caylyn D.; McCutchin, Christina A.; Dove, Patricia M. (National Academy of Sciences, 2025-08-26)Heparin sulfates are found in all animal tissues and have essential roles in living systems. This family of biomacromolecules modulates binding to calcium ions (Ca²⁺) in low free energy reactions that influence biochemical processes from cell signaling and anticoagulant efficacy to biomineralization. Despite their ubiquity, the thermodynamic basis for how heparans and similarly functionalized biomolecules regulate Ca²⁺ interactions is not yet established. Using heparosan (Control) and heparins with different positions of sulfate groups, we quantify how SO₃⁻ and COO⁻ content and SO₃⁻ position modulate Ca²⁺ binding by isothermal titration calorimetry. The free energy of all heparin-Ca²⁺ interactions (ΔGrxn) is dominated by entropic contributions due to favorable water release from polar, hydrophilic groups. Heparin with both sulfate esters (O-SO₃⁻) and sulfamides (N-SO₃⁻) has the strongest binding to Ca²⁺ compared to heparosan and to heparin with only O-SO₃⁻ groups (~3X). By linking Ca²⁺ binding thermodynamics to measurements of the interfacial energy for calcite (CaCO₃) crystallization onto polysaccharides, we show molecule-specific differences in nucleation rate can be explained by differences in water structuring during Ca²⁺ interactions. A large entropic term (-TΔSrxn) upon Ca²⁺–polysaccharide binding correlates with high interfacial energy to CaCO₃ nucleation. Combining our measurements with literature values indicates many Ca²⁺–polysaccharide interactions have a shared thermodynamic signature. The resulting enthalpy–entropy compensation relationship suggests these interactions are generally dominated by water restructuring involving few conformational changes, distinct from Ca²⁺–protein binding. Our findings quantify the thermodynamic origins of heparin-specific interactions with Ca²⁺ and demonstrate the contributions of solvation and functional group position during biomacromolecule-mediated ion regulation.
- Cholesterol modulates membrane elasticity via unified biophysical lawsKumarage, Teshani; Gupta, Sudipta; Morris, Nicholas B.; Doole, Fathima T.; Scott, Haden L.; Stingaciu, Laura-Roxana; Pingali, Sai Venkatesh; Katsaras, John; Khelashvili, George; Doktorova, Milka; Brown, Michael F.; Ashkar, Rana (Springer, 2025-07)Cholesterol and lipid unsaturation underlie a balance of opposing forces that features prominently in adaptive cell responses to diet and environmental cues. These competing factors have resulted in contradictory observations of membrane elasticity across different measurement scales, requiring chemical specificity to explain incompatible structural and elastic effects. Here, we demonstrate that - unlike macroscopic observations - lipid membranes exhibit a unified elastic behavior in the mesoscopic regime between molecular and macroscopic dimensions. Using nuclear spin techniques and computational analysis, we find that mesoscopic bending moduli follow a universal dependence on the lipid packing density regardless of cholesterol content, lipid unsaturation, or temperature. Our observations reveal that compositional complexity can be explained by simple biophysical laws that directly map membrane elasticity to molecular packing associated with biological function, curvature transformations, and protein interactions. The obtained scaling laws closely align with theoretical predictions based on conformational chain entropy and elastic stress fields. These findings provide unique insights into the membrane design rules optimized by nature and unlock predictive capabilities for guiding the functional performance of lipid-based materials in synthetic biology and real-world applications.
- Mechanochemical Synthesis of Recyclable Biohybrid Polymer Networks Using Whole BiomassJiang, Meng; Bird, Emily; Ham, Woojung; Worch, Joshua C. (Wiley-VCH, 2025-07)Whole-plant biomass from non-agricultural sources and waste biomass from processing agricultural products are both promising feedstocks for biopolymer production because they are abundant and do not compete with food production. However, their processing steps are notoriously tedious with the final materials often displaying inferior performance and limited scope in their properties. Here, we report a strategy to integrate whole-cell spirulina, a green-blue algae, into robust biohybrid algae-polyimine networks by leveraging a mechanochemical ball milling method. This strategy provides a greener synthetic approach to conventional solvent casting methods for polyimine synthesis; it simultaneously overcomes persistent constraints encountered in biomass processing and derivatization. The biohybrid algae-based materials retain adaptability and recyclability imparted by their underlying dynamic covalent polymer matrix and display enhanced mechanical properties compared to their all-synthetic equivalents. These advantageous properties are attributed to the unique morphology of the ball milled biohybrid materials which are facilitated by integration of the spirulina into the polymer matrix. Substituting spirulina with alternative biomass sources such as waste agricultural products also yields robust biohybrid networks, thus highlighting the broad utility of this straightforward mechanochemical synthesis to create more sustainable materials.
- Effect of Sequence-Based Incorporation of Fillers, Kenaf Fiber and Graphene Nanoplate, on Polypropylene Composites via a Physicochemical Compounding MethodLee, Soohyung; Ahn, Kihyeon; Hong, Su Jung; Kim, Young-Teck (MDPI, 2025-07-17)Natural-fiber-reinforced polypropylene (PP) composites are gaining increasing interest as lightweight, sustainable alternatives for various packaging and applications. This study investigates the effect of filler addition sequence on the mechanical, morphological, thermal, and dynamic mechanical properties of PP-based composites reinforced with graphite nanoplatelets (GnP) and kenaf fiber (KF). Two filler incorporation sequences were evaluated: GnP/KF/PP (GnP initially mixed with KF before PP addition) and GnP/PP/KF (KF added after mixing GnP with PP). The GnP/KF/PP composite exhibited superior mechanical properties, with tensile strength and flexural strength increasing by up to 25% compared to the control, while GnP/PP/KF showed a 13% improvement. SEM analyses revealed that initial mixing of GnP with KF significantly improved filler dispersion and interfacial bonding, enhancing stress transfer within the composite. XRD and DSC analyses showed reduced crystallinity and lower crystallization temperatures in the addition of KF due to restricted polymer chain mobility. Thermal stability assessed by TGA indicated minimal differences between the composites regardless of filler sequence. DMA results demonstrated a significantly higher storage modulus and enhanced elastic response in the addition of KF, alongside a slight decrease in glass transition temperature (Tg). The results emphasize the importance of optimizing filler addition sequences to enhance mechanical performance, confirming the potential of these composites in sustainable packaging and structural automotive applications.
- Binding Free Energy Analysis of Galectin-3 Natural Ligands and Synthetic InhibitorsNewman, Luke; Welborn, Valerie (Wiley, 2025-06)Galectin-3–ligand complexes are characterized by halogen, σ-hole bonds, hydrogen bonds, cation-π and CH-π interactions. Here, we model these non-covalent interactions with the AMOEBA polarizable force field and conduct an absolute binding free energy analysis on leading galectin-3 inhibitors. Synthetic drug molecules GB0139, GB1107, and GB1211 were estimated to have binding free energies of −4.3, −6.7, and −9.5 kcal/mol respectively. This compares to −0.3 and 1.4 kcal/mol for the natural ligands, N-acetyllactosamine type 1 and type 2, respectively. We calculated the electric fields projected along key bonds in each ligand to further rationalize these results. We find that while the hydroxyl groups of the natural ligands interact reasonably well with residues in galectin-3's binding pocket, structural dynamics weaken the binding pose and favor interactions with water, sometimes yielding to dissociation. In contrast, the more favorable binding energy of GB1211, leading inhibitor in clinical studies, is associated with strong and constant electric fields across the bonds investigated, suggesting a stiffer binding pose with a stabilizing σ-hole interaction.
- Mitigating product inhibition in 2'-hydroxybiphenyl-2-sulfinase (DszB) with synthetic glycosylationLiang, Junbao; Zheng, Yi; Welborn, Valerie (Wiley, 2025-07)The combustion of sulfur-rich crude oil is toxic to the environment, making the removal of sulfur impurities a priority for the sustainable use of liquid fuels. Biodesulfurization via the 4S pathway is a promising approach due to its C-S bond cleavage specificity and mild operating conditions. However, biodesulfurization is not economically viable due to the slow turnover of 2′-hydroxybiphenyl-2-sulfinate desulfinase (DszB), an enzyme catalyzing the conversion of 2′-hydroxybiphenyl-2-sulfinate to 2-hydroxybiphenyl and sulfite. Previous studies have identified product inhibition as the limiting factor in DszB, whereby solvent-exposed protein loops obstruct the active site after substrate binding. This closed conformation is stabilized by hydrophobic interactions between the loops and the product. Here, we propose an artificial glycosylation strategy to mitigate product inhibition in DszB. We modeled glycated DszB in the apo, ligand-bound, and product-bound states with molecular dynamics based on the AMOEBA polarizable force field, and analyzed the chemical positioning of the reactant and product compared to the wild type (WT). We find that the addition of glucose on three Ser loop residues increases the interaction of the loops with water, overcoming the weaker product–loop interactions, and thereby enabling product release. Importantly, the enhanced flexibility of the loops was subtle enough to not heavily disrupt the chemical positioning of the reactant, which suggests that the rate acceleration would be similar to that of the WT.