Machine learning approaches to root cause analysis, characterization, and monitoring of subvisible particles in monoclonal antibody formulations
DN Greenblott, J Zhang, CP Calderon… - Biotechnology and …, 2022 - Wiley Online Library
Processing stresses on therapeutic proteins may cause formation of subvisible particles.
Different stress mechanisms generate particle populations with characteristic morphological …
Different stress mechanisms generate particle populations with characteristic morphological …
Monitoring of Visible Particles in Parenteral Products by Manual Visual Inspection—Reassessing Size Threshold and Other Particle Characteristics that Define Particle …
Visible particles are a critical quality attribute for parenteral products and must be monitored.
A carefully designed, executed, and controlled drug product manufacturing process …
A carefully designed, executed, and controlled drug product manufacturing process …
[HTML][HTML] Morphologically-Directed Raman Spectroscopy as an Analytical Method for Subvisible Particle Characterization in Therapeutic Protein Product Quality
M Kim, Y Ma, C Srinivasan, T O'Connor… - Scientific Reports, 2023 - nature.com
Subvisible particles (SVPs) are a critical quality attribute of injectable therapeutic proteins
(TPs) that needs to be controlled due to potential risks associated with drug product quality …
(TPs) that needs to be controlled due to potential risks associated with drug product quality …
Supervised and unsupervised machine learning approaches for monitoring subvisible particles within an aluminum‐salt adjuanted vaccine formulation
DN Greenblott, CV Wood, J Zhang… - Biotechnology and …, 2024 - Wiley Online Library
Suspensions of protein antigens adsorbed to aluminum‐salt adjuvants are used in many
vaccines and require mixing during vial filling operations to prevent sedimentation …
vaccines and require mixing during vial filling operations to prevent sedimentation …
Features in Backgrounds of Microscopy Images Introduce Biases in Machine Learning Analyses
DN Greenblott, F Johann, JR Snell, H Gieseler… - Journal of …, 2024 - Elsevier
Subvisible particles may be encountered throughout the processing of therapeutic protein
formulations. Flow imaging microscopy (FIM) and backgrounded membrane imaging (BMI) …
formulations. Flow imaging microscopy (FIM) and backgrounded membrane imaging (BMI) …
[HTML][HTML] An interlaboratory study to identify potential visible protein-like particle standards
SN Telikepalli, MJ Carrier, DC Ripple, G Barnett… - AAPS …, 2022 - Springer
Visible protein-like particle standards may improve visual inspection and/or appearance
testing practices used in the biotechnology industry. They may improve assay performance …
testing practices used in the biotechnology industry. They may improve assay performance …
Comparison of Protein-like Model Particles Fabricated by Micro 3D Printing to Established Standard Particles
I Amara, O Germershaus, C Lentes, S Sass… - Journal of …, 2024 - Elsevier
Innovative analytical instruments and development of new methods has provided a better
understanding of protein particle formation in biopharmaceuticals but have also challenged …
understanding of protein particle formation in biopharmaceuticals but have also challenged …
[PDF][PDF] Filling the pharmacopeial gaps of visual inspection: toward standardization and consistency of visible particle testing
LO Narhi, GM Bou-Assaf, K Gonzalez, M Mazaheri… - Pharmacopeial …, 2021 - usp.org
The presence of visible particles that are not anticipated to be present in drug products is
one of the most common causes of recalls and warning letters (Parenteral Drug Association …
one of the most common causes of recalls and warning letters (Parenteral Drug Association …
Recent achievements and current interests in research on the characterization and quality control of biopharmaceuticals in Japan
A Ishii-Watabe, H Shibata, H Suetomo, Y Ikeda… - Journal of …, 2020 - Elsevier
As reported in the previous commentary (Ishii-Watabe et al., J Pharm Sci 2017), the
Japanese biopharmaceutical research group is promoting collaborative multilaboratory …
Japanese biopharmaceutical research group is promoting collaborative multilaboratory …
[PDF][PDF] EXPOFYBI 2022-26 al 29 de abril ANMAT-Reconocimiento al Dr. Manuel Limeres
ARDM Limeres - Revista SAFYBI, 2022 - safybi.org
Industrial–SAFYBI como ámbito de participación y formación de referencia de los
Farmacéuticos y Bioquímicos relacionados con la industria Farmacéutica, toma el …
Farmacéuticos y Bioquímicos relacionados con la industria Farmacéutica, toma el …