TY - JOUR
T1 - High-throughput excipient screening using 384-well plates and a pipetting robot
T2 - assessing protein stability after freeze-drying to pre-select viable formulations
AU - Zillen, Daan
AU - van der Ploeg, Noa N.
AU - van Merkerk, Ronald
AU - Poelarends, Gerrit J.
AU - Frijlink, Henderik W.
AU - Hinrichs, Wouter L.J.
N1 - Publisher Copyright:
© 2025 University of Groningen. Published by Informa UK Limited, trading as Taylor & Francis Group.
PY - 2025/11/10
Y1 - 2025/11/10
N2 - Introduction: Formulation research benefits from high-throughput excipient screening methods, considering the ever-growing excipient space. We investigate the use of 384-well plates as freeze-drying containers and for subsequent analyses, to screen the effect of excipients on the stability of proteins during freeze-drying. Methods: For both the preparation and analysis methods of a range of β-galactosidase formulations, an 8-tip pipetting robot was used. Formulations were lyophilized in 384-well plates, which were also used for subsequent enzymatic activity assessment, serving as an indication of protein stability. Results: Excipient screening revealed that threonine, histidine, arginine, sucrose, and trehalose enhance the recovery of the enzymatic activity of β-galactosidase compared to the protein freeze-dried in buffer without other excipients. Moreover, pullulan only showed a stabilizing effect when it was combined with low-molecular-weight excipients that by themselves were poor stabilizers, which was especially the case for serine and to some extent for valine. Discussion: There were no significant differences in enzymatic activity when comparing the automated 384-well plate freeze-drying method with a common in-vial method, while offering the added sustainability benefits of increased throughput, reduced workload, and lower protein and reagent usage. This approach might be suitable for the pre-selection of viable formulations.
AB - Introduction: Formulation research benefits from high-throughput excipient screening methods, considering the ever-growing excipient space. We investigate the use of 384-well plates as freeze-drying containers and for subsequent analyses, to screen the effect of excipients on the stability of proteins during freeze-drying. Methods: For both the preparation and analysis methods of a range of β-galactosidase formulations, an 8-tip pipetting robot was used. Formulations were lyophilized in 384-well plates, which were also used for subsequent enzymatic activity assessment, serving as an indication of protein stability. Results: Excipient screening revealed that threonine, histidine, arginine, sucrose, and trehalose enhance the recovery of the enzymatic activity of β-galactosidase compared to the protein freeze-dried in buffer without other excipients. Moreover, pullulan only showed a stabilizing effect when it was combined with low-molecular-weight excipients that by themselves were poor stabilizers, which was especially the case for serine and to some extent for valine. Discussion: There were no significant differences in enzymatic activity when comparing the automated 384-well plate freeze-drying method with a common in-vial method, while offering the added sustainability benefits of increased throughput, reduced workload, and lower protein and reagent usage. This approach might be suitable for the pre-selection of viable formulations.
KW - 384-well plates
KW - Automated liquid handling system
KW - enzymatic activity
KW - formulation development
KW - high-throughput screening
KW - lyophilization
KW - microtiter plates
KW - sustainability
KW - β-galactosidase stability
UR - https://www.scopus.com/pages/publications/105021449462
U2 - 10.1080/03639045.2025.2584353
DO - 10.1080/03639045.2025.2584353
M3 - Article
C2 - 41208248
AN - SCOPUS:105021449462
SN - 0363-9045
JO - Drug Development and Industrial Pharmacy
JF - Drug Development and Industrial Pharmacy
ER -