Evidence map›Paper›PMID 35835977›Full record

ArticleScientific reports2022

A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization.

Xiaofan Jiang, Petr Kazarin, Michael D Sinanis, Ahmad Darwish, Nithin Raghunathan, Alina Alexeenko, Dimitrios Peroulis

Abstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Xiaofan Jiang *Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, 47907, USA.
Petr Kazarin *School of Aeronautics and Astronautics, Purdue University, West Lafayette, IN, 47907, USA.
Michael D SinanisElmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, 47907, USA.
Ahmad DarwishElmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, 47907, USA.
Nithin RaghunathanElmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, 47907, USA.
Alina AlexeenkoSchool of Aeronautics and Astronautics, Purdue University, West Lafayette, IN, 47907, USA. alexeenk@purdue.edu.
Dimitrios PeroulisElmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, 47907, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Monitoring product temperature during lyophilization is critical, especially during the process development stage, as the final product may be jeopardized if its process temperature exceeds a threshold value. Also, in-situ temperature monitoring of the product gives the capability of creating an optimized closed-loop lyophilization process. While conventional thermocouples can track product temperature, they are invasive, limited to a single-point measurement, and can significantly alter the freezing and drying behavior of the product in the monitored vial. This work has developed a new methodology that combines non-invasive temperature monitoring and comprehensive modeling. It allows the accurate reconstruction of the complete temperature profile of the product inside the vial during the lyophilization process. The proposed methodology is experimentally validated by combining the sensors' wirelessly collected data with the advanced multiphysics simulations. The flexible wireless multi-point temperature sensing probe is produced using micro-manufacturing techniques and attached outside the vial, allowing for accurate extraction of the product temperature.

Indexed as

DesiccationFreeze DryingFreezingPharmaceutical PreparationsTechnology, PharmaceuticalTemperatureThermometersPharmaceutical Preparations

Identifiers

PMID35835977
PMCPMC9283482

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.