Yoonho Cho, Ji Sou Lyu, Jung-Soo Lee, Jaejoon Han
Statistical medium optimization simultaneously raises BC yield and reshapes nanofiber network structure, yielding films with improved mechanical and barrier performance. Quantifying multiscale structure and multiple properties within the same films provides a quantitative basis for relating biosynthetic conditions to the mechanical and barrier performance of BC films for sustainable packaging.
BACKGROUND: Bacterial cellulose (BC) is a promising bioresource-derived material, yet low production yields and the absence of integrated structure-property characterization have constrained its development for functional applications.
METHODS: Statistical optimization integrating one-factor-at-a-time screening, Box-Behnken design, and response surface methodology was applied to maximize BC yield from Komagataeibacter xylinus. The optimized film (OPT-BC), the standard Hestrin-Schramm film (HS-BC), and three additional BC films spanning a broad yield range were characterized by Fourier-transform infrared spectroscopy, scanning electron microscopy with quantitative image analysis, puncture testing, water vapor permeability and transmission rate measurement, and thermal analysis.
RESULTS: The optimal medium (sucrose 58.2 g/L, yeast extract 42.1 g/L, pH 5.31) achieved a 5.8-fold yield increase (2.1 to 12.2 g/L; R2 = 99.4%, p < 0.001). Optimized films showed enhanced molecular ordering and a denser nanofiber network, translating to 3.4-fold higher puncture strength (69.6 vs. 20.7 kPa) and 1.7-fold greater stiffness (2086 vs. 1204 MPa) relative to the standard film. Across the five films, thickness-normalized permeability varied non-monotonically, whereas the optimized film lowered the transmission rate roughly five-fold below the standard film, indicating that barrier performance is governed jointly by network compactness, void fraction, and pore size rather than by any single descriptor.
CONCLUSIONS: Statistical medium optimization simultaneously raises BC yield and reshapes nanofiber network structure, yielding films with improved mechanical and barrier performance. Quantifying multiscale structure and multiple properties within the same films provides a quantitative basis for relating biosynthetic conditions to the mechanical and barrier performance of BC films for sustainable packaging.