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Trust and regulation holding back AI in clinical trials 

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AI clinical trials concept

The use of AI in clinical trials is being held back by a lack of trust and regulatory uncertainty, professionals say. 

A poll from The Pistoia Alliance found that half of respondents agreed trust and regulatory uncertainty were barriers to AI adoption in clinical trials. 

The results showed that AI is beginning to deliver value in clinical development, with 42% of respondents seeing early signs of Return on Investment (ROI) and a further 23% expecting ROI but not yet realising it.  

Respondents said that over the next three to five years, AI will have the most impact on cleaning data, data analysis and insight generation (48%) and sourcing and engaging patients (22%).   

The poll was conducted at the Clinical Trials Technology Congress (CTTC) in London, where the Alliance hosted a panel with regulators from the MHRA, Danish Medicines Agency and Swedish Medical Products Agency. 

“A recurring message at the Congress was that regulators are ready to embrace AI, and are keen for pharma companies to engage early to ensure adoption is safe and compliant,” said Dr Becky Upton, President of the Pistoia Alliance. 

“The panel rightly emphasised that speed without control is not enough when patient safety is at stake. For AI to support clinical development at scale, the industry needs validated, auditable and explainable approaches, not black-box models that create uncertainty for sponsors and regulators alike. 

“Regulators are not the enemy. They can be partners to pharma, working together to formalise AI guidance that supports both sides. This is exactly where the Pistoia Alliance helps, by convening pre-competitive working groups that bring pharma, technology providers and regulators together around common frameworks.” 

 

 

 

The post Trust and regulation holding back AI in clinical trials  appeared first on Drug Discovery World (DDW).

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Laser‑Driven Phase Contrast Enhances Cryo‑EM Resolution of Small Proteins

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You know when you are at the eye doctor getting an updated prescription, and suddenly the world snaps into sharper focus? Physicists at the University of California (UC), Berkeley, have now done something similar for electron microscopy. By introducing phase contrast into a cryo‑electron microscope, they have delivered dramatically sharper images of some of biology’s smallest and most elusive proteins.

The advance comes from a new laser phase plate (LPP), described in the paper “Laser phase plate improves structure determination of small proteins by cryo‑EM,” which was published recently in Science. Led by physicist Holger Mueller, PhD, of UC Berkeley and Lawrence Berkeley National Laboratory, the team demonstrated that a laser‑driven phase plate can overcome one of cryo‑EM’s most persistent limitations: poor contrast for small proteins.

Cryo-EM images of two proteins, apoferritin and hemoglobin, taken without and with a laser phase plate. The images are analyzed in a computer to produce detailed 3D structures of the proteins. [Holger Müller, Jessie Zhang/UC Berkeley]

Cryo‑EM has transformed structural biology over the past decade, earning a Nobel Prize in 2017 for enabling high‑resolution structures without crystallization. But despite its impact, the technique still struggles with proteins below ~70 kilodaltons—a size range that includes about 90% of the human proteome. “Because of signal-to-noise limitations, the majority of human and animal proteins are too small to be analyzed by these methods [cryo-EM and cryoelectron tomography]. The increase in signal-to-noise ratio provided by this laser phase plate is expected to overcome these important limitations.”

The new LPP begins to address that problem. The LPP uses an intense, continuous‑wave laser to shift the phase of the electron beam itself. This produces true phase contrast without dimming or destabilizing the beam. Mueller described the laser focus as “75 kilowatts focused to a few microns… That’s more powerful than what you use for welding. It has more power than a military laser. It builds up the brightest continuous laser focus ever.”

Installed in a custom Thermo Fisher Titan Krios, the LPP immediately improved the clarity and resolvability of small proteins, including hemoglobin, which sits at the lower limit of what today’s cryo‑EM instruments can handle. As the authors wrote in the abstract: “Here, we show that the laser phase plate (LPP)… enhances the resolution in single-particle reconstruction of small proteins by improving specimen-motion correction, recovery of information from the early frames, as well as particle visualization, 3D classification, and alignment.”

phase plate cover Cryo-EM
A laser (purple) is powerfully amplified by highly polished mirrors and focused on the electron beam (blue) to shift its phase and increase the cryo-EM microscope’s contrast, allowing biologists to image smaller proteins and the crowded structures inside cells. [Sayo Studio]

These improvements were achieved using standard defocus ranges and reconstruction workflows. “For the most challenging cases—small particles, bad specimens—the laser produces a very considerable advantage,” Mueller said.

 

The impact extends beyond single‑particle analysis. Cryo‑electron tomography (cryo‑ET), which assembles multiple angular views of a molecule or protein into a three-dimensional image, stands to benefit even more. “With cryo-ET, we’re looking at small, very complicated cellular material that’s incredibly crowded inside the cell,” said Bridget Carragher, PhD, founding technical director of imaging at Biohub. “It’s like a forest of trees, and you’re trying to find one leaf on one tree in there. Cryo-ET needs a dramatic step forward in contrast, so we can start to see what’s going on inside the cell. That’s what the laser phase plate promises to give us.”

Biohub is developing a dual‑laser version of the system, designed to reduce component wear and minimize aberrations. Meanwhile, Mueller’s team is pushing toward imaging proteins as small as 17 kilodaltons, a threshold that would open access to vast regions of the human proteome previously invisible to cryo‑EM.

“This technology is a step function change for biology,” said Stephani Otte, PhD, Biohub’s vice president of imaging science. “What was once invisible will become visible—and that changes everything about how we understand disease.”

“The bottom line is, if you have a large protein and a really good sample—a fresh one or one frozen without bubbles, for example—you may not need the phase plate to get a single, high-quality image. But for a small protein and a bad sample, laser-on is best,” Mueller said. “This could fill an enormous gap in our knowledge of protein structures that can’t be crystallized or are too small for today’s cryo-EM. And it will be revolutionary for cryo-ET.”

The post Laser‑Driven Phase Contrast Enhances Cryo‑EM Resolution of Small Proteins appeared first on GEN – Genetic Engineering and Biotechnology News.

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STAT+: Updated: Tracking RFK Jr.’s promises to remake health in America

Updated June 11, 2026

WASHINGTON — A pledge to “Make America Healthy Again” earned Robert F. Kennedy Jr. his job atop U.S. health agencies a year and some change ago. He’s now had the opportunity to turn his words into action, with mixed results.  

“All one needs” to prove the health secretary’s attentiveness is to “review my unprecedented list of accomplishments on a wide range of issues, all of which I drove,” Kennedy posted on X on Wednesday in response to a journalist.

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Updated June 11, 2026

WASHINGTON — A pledge to “Make America Healthy Again” earned Robert F. Kennedy Jr. his job atop U.S. health agencies a year and some change ago. He’s now had the opportunity to turn his words into action, with mixed results.  

“All one needs” to prove the health secretary’s attentiveness is to “review my unprecedented list of accomplishments on a wide range of issues, all of which I drove,” Kennedy posted on X on Wednesday in response to a journalist.

Continue to STAT+ to read the full story…

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An obesity drug deep-dive, and peptides move mainstream

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Can any of the new obesity medications in development stand out from the pack? Which company just broke records with its IPO? And will the Food and Drug Administration allow greater access to experimental peptides?

We discuss all that and more on this week’s episode of “The Readout LOUD,” STAT’s biotech podcast.

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