GeekWire 09月29日
AI设计蛋白精准调控免疫反应
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华盛顿大学蛋白质设计研究所的研究人员利用AI设计了一种能快速关闭免疫药物白介素-2作用的蛋白。该蛋白通过改变蛋白质复合物的形状,使其分离,从而精确控制免疫反应的持续时间,并能立即关闭已启动的免疫激活。这一技术有望用于开发癌症和其他疾病的治疗方法,并帮助理解细胞过程。

🔬 研究人员利用AI设计了一种能快速关闭免疫药物白介素-2作用的蛋白,通过改变蛋白质复合物的形状,使其分离,从而精确控制免疫反应的持续时间。

📈 该蛋白能立即关闭已启动的免疫激活,为开发癌症和其他疾病的治疗方法提供了新的可能性,并有助于理解细胞过程。

🎯 白介素-2是一种能激发患者免疫反应的药物,但过高免疫反应可能引发危及生命的毒性条件,而该蛋白能精准控制免疫反应,避免副作用。

🚀 该研究由华盛顿大学蛋白质设计研究所领导,包括来自化学系、奥斯纳布吕克大学、斯坦福大学和俄勒冈健康与科学大学的研究人员,展示了AI在药物设计中的巨大潜力。

Adam Broerman, a graduate student in the University of Washington’s Institute for Protein Design, studies an engineered protein that can turn off protein interactions. (IPD Photo / Ian Haydon)

The drug interleukin-2 does a great job of goosing a patient’s immune response to certain kidney and melanoma cancers. In fact, it can crank the immune system so high that it triggers life-threatening toxic conditions.

But now researchers with the University of Washington’s Institute for Protein Design have used AI to engineer a protein that can quickly shut off interleukin-2, as just one example of the technology’s potential applications.

The scientists describe their work in a paper being published in the peer-reviewed journal Nature.

“One way to control a medicine is through dose. We’ve added a second lever by designing molecules that can be switched off rapidly, even after they’ve taken full effect,” said David Baker, senior author of the study and a 2024 Nobel Laureate for his work in computational protein design.

The engineered protein works by inserting itself into a complex of proteins that are bound together, changing their shape and causing them to fall apart. In the example pursued by the UW scientists, the novel protein targets a complex that includes interleukin-2 that’s tightly bound to an immune cell receptor, causing it to quickly release.

Adam Broerman. (LinkedIn Photo)

With one of these engineered proteins, “you could much more precisely control the duration of [immune response] signaling and also immediately shut down any immune activation, even after it’s already started,” said Adam Broerman, lead author of the Nature paper and a graduate student in Baker’s lab.

The interleukin-2 experiments were performed in human cells in the lab, demonstrating the strategy works. Going forward, the tool could be used to develop therapies for cancer and other diseases. It could also be used in studies that seek to understand and manipulate cellular processes by rapidly turning protein interactions off and on.

In his research, Broerman tried a variety of engineered proteins, tweaking different components to optimize the impact.

Earlier experiments showed modest improvements to the speed at which the proteins broke apart. When Broerman landed on the winning solution, the de novo protein worked so fast he had to recalibrate his measuring devices to clock the disassociation.

“That was probably one of the most fun weeks of my life, when this first started working,” Broerman said.

The study was led by scientists at the Institute for Protein Design and included researchers from the UW’s Department of Chemistry, Osnabrück University, Stanford University and Oregon Health & Science University.

Additional authors of the article titled “Design of facilitated dissociation enables timing of cytokine signalling” include Christoph Pollmann, Yang Zhao, Mauriz A. Lichtenstein, Mark D. Jackson, Maxx H. Tessmer, Won Hee Ryu, Masato Ogishi, Mohamad H. Abedi, Danny D. Sahtoe, Aza Allen, Alex Kang, Joshmyn De La Cruz, Evans Brackenbrough, Banumathi Sankaran, Asim K. Bera, Daniel M. Zuckerman, Stefan Stoll, K. Christopher Garcia, Florian Praetorius and Jacob Piehler.

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AI药物设计 蛋白质设计 免疫反应调控 白介素-2 华盛顿大学
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