Umetrics Suite Blog

GSK Applies Raman Spectroscopy as Process Analytical Technology (PAT) for Bioreactor

March 31, 2020

A team at Glaxo Smith Kline, GSK, has carried out several studies using Raman spectroscopy and multivariate data analytics in order to monitor upstream cell culture processes. The studies show that Raman spectroscopy is a valuable analytical tool for enabling real-time monitoring and control of production bioreactors and that improved control can lead to improved product quality. Below is a summary of the studies.

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Scientists Use Data Analytics to Uncover the Differences Between Coronavirus Strains

March 19, 2020

An important step on the road to creating treatments for  illnesses like  COVID-19, which has caused the recent global pandemic, may start with understanding the similarities and differences between the various strains of coronavirus known to exist today. Making sense of large and complex sets of data, especially those that require novel interpretation, calls for a powerful analytics toolset to speed up the process. 

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Scientists Used DOE to Optimize a New Assay for Diagnosing Rare Kidney Disease

January 23, 2020

A new diagnostic method for detecting a rare kidney stone disease has recently been developed at the University of Iceland. Instead of using urine microscopy, which has certain disadvantages, the diagnostic method is based on mass spectrometry of plasma samples. Preliminary clinical data shows very promising results both in terms of detecting the disease and therapeutic drug monitoring. Design of Experiments (DOE) was used as a chemometric approach to optimize the assay. Below is a summary of the assay development and optimization.

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Data analytics techniques help researchers identify promising breast cancer biomarkers

March 12, 2019

Breast cancer is the most commonly diagnosed cancer amongst women worldwide and a leading cause of cancer related deaths among females. It’s the second most common type of cancer overall. According to the International Agency for Research on Cancer Research, there were more than 2 million new cases in 2018.

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Use a spectroscopy tool to make spectral data analysis faster and easier

March 22, 2018

In pharmaceutical and other industries that rely on spectroscopy and multivariate calibration for quality control of manufacturing processes, optimizing the analysis of spectral data is imperative. Using a tool that is specifically designed with spectral analytics in mind can make the job faster, easier and more reliable.

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