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For What’s Next: Preparing Today’s Lab or Tomorrow’s Discoveries
Modern biology is accelerating at an unprecedented pace, and with it comes increasing complexity. As a result, researchers are shifting toward more patient reflective models, uncovering richer phenotypes, and generating multidimensional datasets that push the limits of traditional workflows. However, become more sophisticated, operational challenges grow. Manual steps introduce variability, workflows don’t scale cleanly across teams or sites, and data pipelines struggle to keep pace with expanding volume and nuance. The result is a familiar bottleneck—ambitious science constrained by throughput, reproducibility, and the significant hands-on time required just to keep experiments moving.
This eBook brings together a curated collection of resources to help you break through those constraints. Each asset addresses the fundamental challenge of how to build workflows that are reproducible, scalable, and capable of generating confident, decision ready data. From emerging trends in 3D biology to actionable insights for implementing advanced models, the resources in this collection reflect how labs are adapting tools, methods, and data strategies to keep pace with increasingly complex science.
Discover how automation elevates upstream processes such as colony picking, clone selection, and supports specialized microbiome workflows by reducing bottlenecks and tightening reproducibility. Explore how AI powered automation helps ensure consistent performance across users and sites for both 2D and 3D model generation and expansion while reducing variability, supporting reliable organoid expansion, and returning valuablevtime to scientists by removing repetitive work. Learn how fast, quantitative plate based assays help teams quickly pinpoint meaningful biological responses, focusing deeper profiling where it will have the greatest impact. And see how high content imaging paired with AI enabled analysis reveals subtle phenotypes that traditional readouts often overlook, connecting treatment effects to underlying biology with far greater clarity.
Together, these insights reflect a unified strategy built FOR WHAT’S NEXT: integrated workflows and intelligent precision-automation that deliver reproducible results, scale seamlessly, reduce manual intervention, and support increasingly complex biology.
The post For What’s Next: Preparing Today’s Lab or Tomorrow’s Discoveries appeared first on GEN – Genetic Engineering and Biotechnology News.
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STAT+: Up and down the ladder: The latest comings and goings
Hired someone new and exciting? Promoted a rising star? Finally solved that hard-to-fill spot? Share the news with us, and we’ll share it with others. That’s right. Send us your changes, and we’ll find a home for them. Don’t be shy. Everyone wants to know who is coming and going.
And here is our regular feature in which we highlight a different person each week. This time around, we note that AstronauTx hired Michelle Mellion as chief medical officer. Previously, she held the same role at PepGen and EveryONE Medicines.
But all work and no play can make for a dull chief medical officer.
Hired someone new and exciting? Promoted a rising star? Finally solved that hard-to-fill spot? Share the news with us, and we’ll share it with others. That’s right. Send us your changes, and we’ll find a home for them. Don’t be shy. Everyone wants to know who is coming and going.
And here is our regular feature in which we highlight a different person each week. This time around, we note that AstronauTx hired Michelle Mellion as chief medical officer. Previously, she held the same role at PepGen and EveryONE Medicines.
But all work and no play can make for a dull chief medical officer.
Officials sanctioned Dabur India months after FDA inspectors found bird droppings and data integrity deficiencies during an inspection of the plant.
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STAT+: Pharmalittle: We’re reading about a discontinued cancer drug, a Novo security breach, and more
And so, another working week will soon draw to a close. Not a moment too soon, yes? This is, you may recall, our treasured signal to daydream about weekend plans. Our agenda includes promenading with the official mascots, catching another round of live musical vibes here and there, and taking pride in some folks who are dear to us. We also hope to hold yet another listening party, where the rotation will likely include this, this, this, this and this. And what about you? This is a wonderful time of year to sample the many outdoor activities popping up — street fairs, festivals, and all sorts of gatherings can be sampled. If the weather fails to cooperate, though, you could curl up with a good book, sit in front of the telly to take in one or more sporting events, or plan a needed getaway. If none of this strikes your fancy, you could simply park yourself somewhere comfortable for a while and remain zen. Well, whatever you do, have a grand time. But be safe. Enjoy, and see you soon. …
In a rare move, the nonprofit organization Blood Cancer United announced it was buying the remaining supplies of Luvelta, a discontinued investigational cancer drug, STAT reports. As part of the transaction, Blood Cancer United, previously known as the Leukemia & Lymphoma Society, also will acquire the investigational new drug designation and manage the compassionate-use program for children with a rare form of blood cancer, distributing the medication to patients at no cost while supplies last. Sutro Biopharma discontinued development in March 2025 and also eliminated a compassionate use program.
Novo Nordisk identified a security incident in which certain information, including patient data from some clinical trials, was copied externally without authorization from its internal IT systems, Reuters notes. The company said it launched a probe with the assistance of external cybersecurity experts and is in contact with the relevant authorities. The potential categories of personal data affected may include patient ID, year of birth, sex, and health or immunogenicity data among others. Novo did not provide further details, but does not believe the incident will enable any third party to identify participants in its clinical trials.
And so, another working week will soon draw to a close. Not a moment too soon, yes? This is, you may recall, our treasured signal to daydream about weekend plans. Our agenda includes promenading with the official mascots, catching another round of live musical vibes here and there, and taking pride in some folks who are dear to us. We also hope to hold yet another listening party, where the rotation will likely include this, this, this, this and this. And what about you? This is a wonderful time of year to sample the many outdoor activities popping up — street fairs, festivals, and all sorts of gatherings can be sampled. If the weather fails to cooperate, though, you could curl up with a good book, sit in front of the telly to take in one or more sporting events, or plan a needed getaway. If none of this strikes your fancy, you could simply park yourself somewhere comfortable for a while and remain zen. Well, whatever you do, have a grand time. But be safe. Enjoy, and see you soon. …
In a rare move, the nonprofit organization Blood Cancer United announced it was buying the remaining supplies of Luvelta, a discontinued investigational cancer drug, STAT reports. As part of the transaction, Blood Cancer United, previously known as the Leukemia & Lymphoma Society, also will acquire the investigational new drug designation and manage the compassionate-use program for children with a rare form of blood cancer, distributing the medication to patients at no cost while supplies last. Sutro Biopharma discontinued development in March 2025 and also eliminated a compassionate use program.
Novo Nordisk identified a security incident in which certain information, including patient data from some clinical trials, was copied externally without authorization from its internal IT systems, Reuters notes. The company said it launched a probe with the assistance of external cybersecurity experts and is in contact with the relevant authorities. The potential categories of personal data affected may include patient ID, year of birth, sex, and health or immunogenicity data among others. Novo did not provide further details, but does not believe the incident will enable any third party to identify participants in its clinical trials.
Illinois’ financial crisis could bring the state to a halt
The final 6 ‘Game of Thrones’ episodes might feel like a full season
New Season 8 Walking Dead trailer flashes forward in time
Mod turns ‘Counter-Strike’ into a ‘Tekken’ clone with fighting chickens
Meet Superman’s grandfather in new trailer for Krypton
Disney’s live-action Aladdin finally finds its stars
STAT+: Up and down the ladder: The latest comings and goings
FDA imposes import alert on Indian plant after inspectors flag GMP failings
STAT+: Pharmalittle: We’re reading about a discontinued cancer drug, a Novo security breach, and more
Amgen shores up Tavneos’ FDA defense with Duke data analysis
Chile offers new data on food warning label efficacy
Novartis’ $12B Avidity buy pays dividends with Phase 1/2 muscular dystrophy win
Illinois’ financial crisis could bring the state to a halt
The final 6 ‘Game of Thrones’ episodes might feel like a full season
New Season 8 Walking Dead trailer flashes forward in time
Mod turns ‘Counter-Strike’ into a ‘Tekken’ clone with fighting chickens
Meet Superman’s grandfather in new trailer for Krypton
Disney’s live-action Aladdin finally finds its stars
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