Cited by 9

Process Analytical Technology Application for Protein PEGylation Using near Infrared Spectroscopy: G‐CSF as a Case Study

Hebbi, Vishwanath, Thakur, Garima, Rathore, Anurag S.·2021·Journal of Biotechnology

Abstract

Conjugation of protein therapeutics with polymers like polyethylene glycol (PEG) has been shown to increase their therapeutic efficiency. However, manufacturing of PEGylated drugs requires an additional, carefully controlled reaction step after purifying the protein, followed by further purification of over- and under-PEGylated variants. In this work, we have used a combined spectroscopic and statistical approach for monitoring and control of the PEGylation reaction for G-CSF using near infrared spectroscopy (NIRS). An online NIRS probe deployed in the reaction vessel has been used to track conversion of G-CSF into monoPEGylated and multiPEGylated forms using calibrated partial least squares regression models on the NIRS spectra which are collected in real time every 3 s. A pH probe integrated with a peristaltic pump facilitates automated quenching of the reaction at the targeted time. The NIRS spectra have also been used to build a batch evolution model for the reaction from end-to-end, including the addition of the reactants to the reaction vessel, the progress of the reaction for 70 min, and the final quenching with Tris base. Online spectra are compared against the statistical process control charts of the batch evolution model in real time to detect deviations as soon as they occur. The system was demonstrated for four common deviations in the PEGylation process, namely: delayed quenching time, wrong concentration of reducing agent added, wrong PEG to G-CSF ratio, and wr…

Integrity signals

Registry

Crossref · 10.1016/j.jbiotec.2020.10.006

Cites

1 of 1 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • NIR has been employed in an on-line setup to monitor PEGylation of proteins, with spectra collected in real time every 3 s followed by model building for information extraction and process control.

    “NIRs have been employed in an on‐line setup to monitor the PEGylation of proteins, which is an important quality attribute to monitor during the downstream processing of conjugated proteins. NIRS spectra were collected in real time for every 3 s, which was then followed by model building for information extraction and process control [62].”

Cited by

Sorted by citations

Authors
Hebbi, V., Thakur, G., & Rathore, A. S.
Venue
Journal of Biotechnology
Publisher
Elsevier BV
Published
2021-01
Volume
325
Pages
303-311
ISSN
0168-1656
Cited by
9
References
1
Language
en
Funders
  • Department of Science and Technology, Ministry of Science and Technology, India
  • Council of Scientific and Industrial Research, India
  • Department of Biotechnology, Ministry of Science and Technology, India
  • Tata Consultancy Services

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review