NVIDIA unveils Blackwell architecture to power next GenAI wave

NVIDIA has announced its next-generation Blackwell GPU architecture, designed to usher in a new era of accelerated computing and enable organisations to build and run real-time generative AI on trillion-parameter large language models. The Blackwell platform promises up to 25 times lower cost and energy consumption…

A protein found in human sweat may protect against Lyme disease

A protein found in human sweat may protect against Lyme disease

Lyme disease, a bacterial infection transmitted by ticks, affects nearly half a million people in the United States every year. In most cases, antibiotics effectively clear the infection, but for some patients, symptoms linger for months or years.

Researchers at MIT and the University of Helsinki have now discovered that human sweat contains a protein that can protect against Lyme disease. They also found that about one-third of the population carries a genetic variant of this protein that is associated with Lyme disease in genome-wide association studies.

It’s unknown exactly how the protein inhibits the growth of the bacteria that cause Lyme disease, but the researchers hope to harness the protein’s protective abilities to create skin creams that could help prevent the disease, or to treat infections that don’t respond to antibiotics.

“This protein may provide some protection from Lyme disease, and we think there are real implications here for a preventative and possibly a therapeutic based on this protein,” says Michal Caspi Tal, a principal research scientist in MIT’s Department of Biological Engineering and one of the senior authors of the new study.

Hanna Ollila, a senior researcher at the Institute for Molecular Medicine at the University of Helsinki and a researcher at the Broad Institute of MIT and Harvard, is also a senior author of the paper, which appears today in Nature Communications. The paper’s lead author is Satu Strausz, a postdoc at the Institute for Molecular Medicine at the University of Helsinki.

A surprising link

Lyme disease is most often caused by a bacterium called Borrelia burgdorferi. In the United States, this bacterium is spread by ticks that are carried by mice, deer, and other animals. Symptoms include fever, headache, fatigue, and a distinctive bulls-eye rash.

Most patients receive doxycycline, an antibiotic that usually clears up the infection. In some patients, however, symptoms such as fatigue, memory problems, sleep disruption, and body aches can persist for months or years.

Tal and Ollila, who were postdocs together at Stanford University, began this study a few years ago in hopes of finding genetic markers of susceptibility to Lyme disease. To that end, they decided to run a genome-wide association study (GWAS) on a Finnish dataset that contains genome sequences for 410,000 people, along with detailed information on their medical histories.

This dataset includes about 7,000 people who had been diagnosed with Lyme disease, allowing the researchers to look for genetic variants that were more frequently found in people who had had Lyme disease, compared with those who hadn’t.

This analysis revealed three hits, including two found in immune molecules that had been previously linked with Lyme disease. However, their third hit was a complete surprise — a secretoglobin called SCGB1D2.

Secretoglobins are a family of proteins found in tissues that line the lungs and other organs, where they play a role in immune responses to infection. The researchers discovered that this particular secretoglobin is produced primarily by cells in the sweat glands.

To find out how this protein might influence Lyme disease, the researchers created normal and mutated versions of SCGB1D2 and exposed them to Borrelia burgdorferi grown in the lab. They found that the normal version of the protein significantly inhibited the growth of Borrelia burgdorferi. However, when they exposed bacteria to the mutated version, twice as much protein was required to suppress bacterial growth.

The researchers then exposed bacteria to either the normal or mutated variant of SCGB1D2 and injected them into mice. Mice injected with the bacteria exposed to the mutant protein became infected with Lyme disease, but mice injected with bacteria exposed to the normal version of SCGB1D2 did not.

“In the paper we show they stayed healthy until day 10, but we followed the mice for over a month, and they never got infected. This wasn’t a delay, this was a full stop. That was really exciting,” Tal says.

Preventing infection

After the MIT and University of Helsinki researchers posted their initial findings on a preprint server, researchers in Estonia replicated the results of the genome-wide association study, using data from the Estonian Biobank. These data, from about 210,000 people, including 18,000 with Lyme disease, were later added to the final Nature Communications study.

The researchers aren’t sure yet how SCGB1D2 inhibits bacterial growth, or why the variant is less effective. However, they did find that the variant causes a shift from the amino acid proline to leucine, which may interfere with the formation of a helix found in the normal version.

They now plan to investigate whether applying the protein to the skin of mice, which do not naturally produce SCGB1D2, could prevent them from being infected by Borrelia burgdorferi. They also plan to explore the protein’s potential as a treatment for infections that don’t respond to antibiotics.

“We have fantastic antibiotics that work for 90 percent of people, but in the 40 years we’ve known about Lyme disease, we have not budged that,” Tal says. “Ten percent of people don’t recover after having antibiotics, and there’s no treatment for them.”

“This finding opens the door to a completely new approach to preventing Lyme disease in the first place, and it will be interesting to see if it could be useful for preventing other types of skin infections too,” says Kara Spiller, a professor of biomedical innovation in the School of Biomedical Engineering at Drexel University, who was not involved in the study.

The researchers note that people who have the protective version of SCGB1D2 can still develop Lyme disease, and they should not assume that they won’t. One factor that may play a role is whether the person happens to be sweating when they’re bitten by a tick carrying Borrelia burgdorferi.

SCGB1D2 is just one of 11 secretoglobin proteins produced by the human body, and Tal also plans to study what some of those other secretoglobins may be doing in the body, especially in the lungs, where many of them are found.

“The thing I’m most excited about is this idea that secretoglobins might be a class of antimicrobial proteins that we haven’t thought about. As immunologists, we talk nonstop about immunoglobulins, but I had never heard of a secretoglobin before this popped up in our GWAS study. This is why it’s so fun for me now. I want to know what they all do,” she says.

The research was funded, in part, by Emily and Malcolm Fairbairn, the Instrumentarium Science Foundation, the Academy of Finland, the Finnish Medical Foundation, the Younger Family, and the Bay Area Lyme Foundation.

LimeWire Developer Brings the Power of AI to Your Apps

Artificial Intelligence (AI) is changing our world. The technology is expanding our capabilities and raising user expectations. And we’re only scratching the surface of what is possible.

Developers are racing to keep up. Many have begun adding AI to their websites and applications. They’re using it to add powerful features like generative media. The ability to create images, audio, and video via these tools is a game changer.

LimeWire Developer is making AI integration easier. This suite of generative AI REST APIs lets you tap into the power of LimeWire AI Studio. It promises quick access to top-notch AI models.

Let’s take a deeper look at LimeWire Developer. We’ll show you how it can bring your creations into the age of AI.

LimeWire Developer Brings the Power of AI to Your Apps

Making Generative AI Easy for Developers

New AI models are coming online all the time. Most have an API for integration. However, they come with learning curves. And using multiple tools means a lot of time spent learning.

LimeWire Developer aims to simplify the process. The service offers access to 10+ generative AI models. Everything is available via a simple REST API interface.

Here’s what makes LimeWire Developer a standout addition to your toolbox:

Built with Developers in Mind

An API is only as good as its infrastructure. LimeWire Developer is both robust and scalable. It can withstand high loads of traffic and scales seamlessly. Response times are lightning-quick.

Ease of use is also a priority. The APIs feature a REST request and response structure. They work with any programming language. And you’ll find in-depth documentation.

The idea is to get you up and running quickly – all within an easy-to-understand interface.

LimeWire Developer APIs can be used with any programming language.

Access to the AI Models You Want

LimeWire Developer features top AI models to fit your needs. Whether you want to create images, audio, or video – there’s something for everyone.

For example, lots of apps are adding image-generation capabilities. LimeWire Developer works with the top names in the game. Models from BlueWillow, DALL·E, Google AI Imagen, and Stable Diffusion are available.

These models cover a range of functions. You can generate images via a text prompt or based on existing images. There are also APIs for upscaling images and removing backgrounds. It’s also possible to reconstruct or expand them.

Audio and video APIs are in the works and will be released soon. Check out LimeWire Developer’s Discord server for more details as they become available.

LimeWire Developer offers several image generation APIs.

Budget Friendly and Well-Supported

You don’t need to spend big to take advantage of AI models. Nor will you be left to fend for yourself. LimeWire Developer has you covered.

Their support staff can help you get started and answer your questions. They can also provide custom quotes and solutions to fit your project.

Plus, you’ll find packages for every budget level. Each has generous API limits and access to support. There’s even a free plan you can experiment with.

Get Started with LimeWire Developer for Free

Are you looking to add generative AI to your website or application? LimeWire Developer is worth a look. The service offers plenty of options under a singular umbrella. And its focus on developers means it’s powerful and easy to use.

What’s more, new AI models are coming. Transformative audio and video tools will be a few keystrokes away. You’ll always be at the cutting edge of this technology.

Why not give it a try? Sign up for your free LimeWire Developer key and start creating!

Related Topics