Building Bioprocessing from Data

MIKE MAY | November 20, 2019

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First and foremost, by developing your bioprocess with a focus on collecting and analyzing all of the data attendant to that process, you can go back and audit what you’ve done in a high resolution manner. You should also realize that the data is going to include some very subtle and nuanced things. In manufacturing a cell product, for instance, you’re going to want to dive deep into the starting material analytics—everything from genomics to transcriptomics and secretomics, etc. If you generate this huge dataset and then analyze it, you’ll be able to figure out what subtle differences between, for example, the starting material genome or the starting material transcriptome actually impacts and influences what you get in the end product.

Spotlight

Berkeley Lights, Inc.

Berkeley Lights has brought to market a novel technology for single cell identification, measurement and manipulation aiming to revolutionize biopharma, diagnostics and life science research. We are a company of engineers and scientists collaborating at the intersection of technological innovation and biologic research and development. Our goal is to fundamentally change the way cellular biology is understood, measured, and applied to the creation and delivery of therapy.

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Making Predictions by Digitizing Bioprocessing

Article | April 20, 2021

With advances in data analytics and machine learning, the move from descriptive and diagnostic analytics to predictive and prescriptive analytics and controls—allowing us to better forecast and understand what will happen and thus optimize process outcomes—is not only feasible but inevitable, according to Bonnie Shum, principal engineer, pharma technical innovation, technology & manufacturing sciences and technology at Genentech. “Well-trained artificial intelligence systems can help drive better decision making and how data is analyzed from drug discovery to process development and to manufacturing processes,” she says. Those advances, though, only really matter when they improve the lives of patients. That’s exactly what Shum expects. “The convergence of digital transformation and operational/processing changes will be critical for the facilities of the future and meeting the needs of our patients,” she continues. “Digital solutions may one day provide fully automated bioprocessing, eliminating manual intervention and enabling us to anticipate potential process deviations to prevent process failures, leading to real-time release and thus faster access for patients.” To turn Bioprocessing 4.0 into a production line for precision healthcare, real-time release and quickly manufacturing personalized medicines will be critical. Adding digitization and advanced analytics wherever possible will drive those improvements. In fact, many of these improvements, especially moving from descriptive to predictive bioprocessing, depend on more digitization.

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2 Small-Cap Biotech Stocks You Haven't Heard of, But Should Know About

Article | April 17, 2020

With everything that's going on with the COVID-19 pandemic, many healthcare companies have grabbed plenty of spotlight during these challenging times. At the same time, a number of otherwise promising businesses have slipped under the radar. That's especially true for small-cap biotech stocks that aren't actively involved in developing tests, vaccines or treatments for COVID-19. Vaccine developers, protective equipment producers, and healthcare service providers are all attracting plenty of attention during this pandemic, but there are just as many promising biotech stocks that aren't involved in these areas. Here are two such companies that you might have missed, but they deserve a spot on your watch list.

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5 Biotech Stocks Winning the Coronavirus Race

Article | April 13, 2020

There are quite a few companies that have found ways to grow their business during the ongoing COVID-19 pandemic. This is especially true for a number of biotechs now working on developing a potential treatment for, or vaccine against, the virus; shares of such companies have largely surged over the past couple of months. Although many of these treatments and vaccines are still have quite a way to go before they're widely available, it's still worth taking some time to look through what's going on in the COVID-19 space right now. Here are five biotech stocks that are leading the way when it comes to addressing COVID-19. Regeneron Pharmaceuticals (NASDAQ:REGN) wasn't among the initial wave of companies to announce a potential COVID-19 drug. However, investor excitement quickly sent shares surging when the company announced that its rheumatoid arthritis drug, Kevzara, could help treat COVID-19 patients.

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Wisconsin biotech companies could play key roles in long-term economic recovery from COVID-19 pandemic

Article | April 19, 2020

Whether it’s called a modern “Manhattan Project” or a medical moon shot, the concept of long-term economic recovery rests on how confident people are they won’t risk serious illness by venturing forth in public again. Wisconsin stands to be a significant part of such an undertaking, whatever it’s called. The shorter-term debate is well under way over the gradual lifting of COVID-19 emergency rules, such as the now-extended “safer-at-home” order in Wisconsin. At least a dozen states, including regional coalitions on the East and West coasts, are exploring next steps as they seek to balance responses to the virus with calls for reopening the economy, at least, in part. Wisconsin’s ability to shape longer-term responses will come from private and public resources, which range from companies engaged in production of diagnostics.

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Spotlight

Berkeley Lights, Inc.

Berkeley Lights has brought to market a novel technology for single cell identification, measurement and manipulation aiming to revolutionize biopharma, diagnostics and life science research. We are a company of engineers and scientists collaborating at the intersection of technological innovation and biologic research and development. Our goal is to fundamentally change the way cellular biology is understood, measured, and applied to the creation and delivery of therapy.

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