Abstract
The strong tendency of lignin to aggregate in solution, coupled with limited understanding of how its molecular structure governs this behavior, hinders its effective utilization in biorefineries. Here, we investigated the solution behavior of lignin extracted from poplar using γ-valerolactone/water (GVL/H2O, 9:1 wt/wt) through combined small-angle neutron scattering (SANS) and molecular dynamics (MD) simulations. Lignin samples obtained at 100 °C (L100) and 120 °C (L120) differed in β–O–4 content, hydroxyl distribution, and S/G ratio, enabling direct assessment of how molecular composition governs solvation and aggregation. SANS showed that L120 formed rigid and elongated cylindrical aggregates at 25 °C that transitioned to more flexible spheroidal structures by 50 °C and remained stable up to 80 °C, whereas L100 adopted globular aggregates that progressively collapsed with increasing temperature. MD simulations reinforced these observations by showing that S-rich (L120-like) oligomers had larger radii of gyration, stronger solvent coordination driven by methoxy groups, and fewer lignin–lignin contacts. In contrast, G-rich (L100-like) oligomers displayed persistent aggregation and lower solubility. Collectively, these results reveal that increased aromatic methoxylation enhances lignin–solvent interactions and suppresses self-association, whereas reduced methoxylation and higher β–O–4 content promote persistent aggregation into colloid-like structures with restricted solvent penetration into the aggregate interior.
| Original language | English |
|---|---|
| Pages (from-to) | 7653-7665 |
| Number of pages | 13 |
| Journal | ACS Sustainable Chemistry and Engineering |
| Volume | 14 |
| Issue number | 16 |
| DOIs | |
| State | Published - Apr 27 2026 |
Funding
This research was partially funded by the DOE Office of Science, Office of Basic Energy Science under the Neutron Scattering Program (DE-SC0023401) and by the Gordon and Betty Moore Foundation through Grant GBMF11396 to Washington University in St. Louis to support the work of M.F. (Grant DOI: 10.37807/GBMF11396 ). We would also like to acknowledge the Chemical and Environmental Analysis Faculty and Staff at Washington University in St. Louis for using analytical instruments and assisting. This research was partially funded by the DOE Office of Science, Office of Biological and Environmental Research under the Genomic Sciences Program (FWP ERKP752). This material is also based upon work supported by the Great Lakes Bioenergy Research Center, U.S. Department of Energy, Office of Science, Office of Biological and Environmental Research under Award No. DE-SC0018409. Neutron scattering research conducted using the Bio-SANS instrument, a DOE Office of Science, Office of Biological and Environmental Research resource (FWP ERKP291), used resources at the High-Flux Isotope Reactor, a DOE Office of Science, Scientific User Facility operated by the Oak Ridge National Laboratory. Experiments were conducted under IPTS 33351 and IPTS 24923. This manuscript has been coauthored by UT-Battelle, LLC, under contract no. DE-AC05-00OR22725 with the U.S. Department of Energy. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript or allow others to do so for United States Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan ( http://energy.gov/downloads/doe-public-access-plan ). The authors acknowledge the use of ChatGPT (OpenAI, San Francisco, CA, USA) to assist with language editing and clarity improvements during manuscript preparation. All intellectual content, data interpretation, and conclusions are solely those of the authors.
Keywords
- biorefinery pretreatment
- green solvents
- lignin
- lignin aggregation
- molecular dynamics simulations
- small-angle neutron scattering (SANS)
- solvation mechanisms
- γ-Valerolactone (GVL)
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