The role of Raman spectroscopy in biopharmaceuticals from development to manufacturing

KA Esmonde-White, M Cuellar, IR Lewis - Analytical and Bioanalytical …, 2022 - Springer
Biopharmaceuticals have revolutionized the field of medicine in the types of active
ingredient molecules and treatable indications. Adoption of Quality by Design and Process …

[HTML][HTML] Applications of machine learning in antibody discovery, process development, manufacturing and formulation: current trends, challenges, and opportunities

TT Khuat, R Bassett, E Otte, A Grevis-James… - Computers & Chemical …, 2024 - Elsevier
While machine learning (ML) has made significant contributions to the biopharmaceutical
field, its applications are still in the early stages in terms of providing direct support for quality …

Hybrid Models for the simulation and prediction of chromatographic processes for protein capture

H Narayanan, T Seidler, MF Luna, M Sokolov… - … of Chromatography A, 2021 - Elsevier
The biopharmaceutical industries are continuously faced with the pressure to reduce the
development costs and accelerate development time scales. The traditional approach of …

Integration and digitalization in the manufacturing of therapeutic proteins

H Narayanan, M Sponchioni, M Morbidelli - Chemical Engineering Science, 2022 - Elsevier
The biopharmaceutical market has experienced a tremendous growth in the last years.
However, this growth should be balanced considering the difficulty in bioproduct …

Hybrid‐EKF: Hybrid model coupled with extended Kalman filter for real‐time monitoring and control of mammalian cell culture

H Narayanan, L Behle, MF Luna… - Biotechnology and …, 2020 - Wiley Online Library
In a decade when Industry 4.0 and quality by design are major technology drivers of
biopharma, automated and adaptive process monitoring and control are inevitable …

Hybrid models based on machine learning and an increasing degree of process knowledge: Application to capture chromatographic step

H Narayanan, M Luna, M Sokolov… - Industrial & …, 2021 - ACS Publications
In process engineering, two paradigms of modeling approaches exist: the mechanistic and
the data-driven approaches with the former being completely based on knowledge while the …

[HTML][HTML] Recent advances and future directions in downstream processing of therapeutic antibodies

A Matte - International Journal of Molecular Sciences, 2022 - mdpi.com
Despite the advent of many new therapies, therapeutic monoclonal antibodies remain a
prominent biologics product, with a market value of billions of dollars annually. A variety of …

Challenges in process control for continuous processing for production of monoclonal antibody products

AS Rathore, S Nikita, G Thakur, N Deore - Current Opinion in Chemical …, 2021 - Elsevier
Continuous processing has been garnering much interest lately for production of
biopharmaceutical products. Purported benefits include higher productivity (10-15X) …

[HTML][HTML] Building blocks needed for mechanistic modeling of bioprocesses: A critical review based on protein production by CHO cells

Y González-Hernández, P Perré - Metabolic Engineering Communications, 2024 - Elsevier
This paper reviews the key building blocks needed to develop a mechanistic model for use
as an operational production tool. The Chinese Hamster Ovary (CHO) cell, one of the most …

[HTML][HTML] Raman spectroscopy provides valuable process insights for cell-derived and cellular products

JC Matuszczyk, G Zijlstra, D Ede, N Ghaffari… - Current Opinion in …, 2023 - Elsevier
Highlights•RS establishes itself as a leading technology for monitoring and control of
CPPs.•The technology shows promise in measuring cell type and differentiation of …