On the Use of Temperature Measurements as a Process Analytical Technology (PAT) for the Monitoring of a Pharmaceutical Freeze-Drying Process.
freeze-drying
pharmaceuticals
process monitoring
temperature measurement
temperature sensors
thermocouple
Journal
Pharmaceutics
ISSN: 1999-4923
Titre abrégé: Pharmaceutics
Pays: Switzerland
ID NLM: 101534003
Informations de publication
Date de publication:
07 Mar 2023
07 Mar 2023
Historique:
received:
10
02
2023
revised:
27
02
2023
accepted:
03
03
2023
medline:
30
3
2023
entrez:
29
3
2023
pubmed:
30
3
2023
Statut:
epublish
Résumé
The measurement of product temperature is one of the methods that can be adopted, especially in the pharmaceutical industry, to monitor the freeze-drying process and to obtain the values of the process parameters required by mathematical models useful for in-line (or off-line) optimization. Either a contact or a contactless device and a simple algorithm based on a mathematical model of the process can be employed to obtain a PAT tool. This work deeply investigated the use of direct temperature measurement for process monitoring to determine not only the product temperature, but also the end of primary drying and the process parameters (heat and mass transfer coefficients), as well as evaluating the degree of uncertainty of the obtained results. Experiments were carried out with thin thermocouples in a lab-scale freeze-dryer using two different model products, sucrose and PVP solutions; they are representative of two types of commonly freeze-dried products, namely those whose structures are strongly nonuniform in the axial direction, showing a variable pore size with the cake depth and a crust (leading to a strongly nonlinear cake resistance), as well as those whose structures are uniform, with an open structure and, consequently, a cake resistance varying linearly with thickness. The results confirm that the model parameters in both cases can be estimated with an uncertainty that is in agreement with that obtained with other more invasive and expensive sensors. Finally, the strengths and weaknesses of the proposed approach coupled with the use of thermocouples was discussed, comparing with a case using a contactless device (infrared camera).
Identifiants
pubmed: 36986722
pii: pharmaceutics15030861
doi: 10.3390/pharmaceutics15030861
pmc: PMC10058468
pii:
doi:
Types de publication
Journal Article
Langues
eng
Références
AAPS PharmSciTech. 2008;9(3):729-39
pubmed: 18561030
AAPS PharmSciTech. 2010 Mar;11(1):73-84
pubmed: 20058107
J Pharm Sci. 2011 Jan;100(1):311-24
pubmed: 20575053
PDA J Pharm Sci Technol. 2005 Sep-Oct;59(5):298-309
pubmed: 16316065
Eur J Pharm Biopharm. 2016 Jun;103:167-178
pubmed: 27063591
Eur J Pharm Biopharm. 2018 Aug;129:58-65
pubmed: 29787801
J Pharm Sci. 2010 Nov;99(11):4691-709
pubmed: 20845466
Int J Pharm. 2019 Jul 20;566:488-499
pubmed: 31175990
Pharmaceutics. 2021 Oct 12;13(10):
pubmed: 34683957
J Pharm Sci. 2011 Nov;100(11):4922-33
pubmed: 21702051
Eur J Pharm Biopharm. 2021 Jan;158:113-122
pubmed: 33171203
J Pharm Sci. 2016 Jan;105(1):40-9
pubmed: 26580140
Pharmaceutics. 2022 May 07;14(5):
pubmed: 35631593
Cryobiology. 1972 Dec;9(6):559-61
pubmed: 4658017
Front Chem. 2018 Oct 01;6:419
pubmed: 30327764
Int J Pharm. 2013 Jul 15;451(1-2):23-33
pubmed: 23624086
J Pharm Sci. 2009 Sep;98(9):3406-18
pubmed: 18781643
Pharm Res. 2021 Apr;38(4):707-719
pubmed: 33686561
Adv Drug Deliv Rev. 2021 May;172:211-233
pubmed: 33705880
J Pharm Sci. 2014 Jul;103(7):2088-2097
pubmed: 24902839
Eur J Pharm Biopharm. 2013 Apr;83(3):449-59
pubmed: 23159708
J Pharm Sci. 2010 Oct;99(10):4337-50
pubmed: 20301092
J Pharm Sci. 2017 Jul;106(7):1706-1721
pubmed: 28341598
Sci Rep. 2022 Jul 14;12(1):12010
pubmed: 35835977
J Pharm Sci. 2017 May;106(5):1249-1257
pubmed: 28063826
Eur J Pharm Biopharm. 1998 May;45(3):221-9
pubmed: 9653626
PDA J Pharm Sci Technol. 1997 Jan-Feb;51(1):7-16
pubmed: 9099059
J Pharm Sci. 2019 Jan;108(1):391-398
pubmed: 30077699
Anal Chem. 2018 Nov 20;90(22):13591-13599
pubmed: 30339362
AAPS PharmSciTech. 2017 Oct;18(7):2379-2393
pubmed: 28205144