Posts with «disease & medical conditions» label

IBM's AI can predict how Parkinson's disease may progress in individuals

In the past, we’ve seen doctors use AI software to detect brain tumors, kidney illness and various cancers. Now, researchers from IBM and Michael J. Fox Foundation (MJFF) say they’ve developed a program that can predict how the symptoms of a Parkinson’s disease patient will progress in terms of both timing and severity. In The Lancet Digital Health journal, they claim the software could transform how doctors help patients manage their symptoms by allowing them to better predict how the disease will progress.

“Our aim is to use AI to help with patient management and clinical trial design. These goals are important because, despite Parkinson’s prevalence, patients experience a unique variety of motor and non-motor symptoms,” IBM said.

The breakthrough wouldn’t have been possible without the Parkinson’s Progression Markers Initiative, a study the Michael J. Fox Foundation sponsored. IBM describes the dataset, which includes information on more than 1,400 individuals, as the “largest and most robust volume of longitudinal Parkinson’s patient data to date” and says it allowed its AI model to map out complex symptom and progression patterns.

It’s estimated Parkinson’s disease affects more than 6 million people globally, and there’s currently no known cure for it. IBM Research and MJFF plan to continue work on the AI model. In the future, they hope to make it better at providing more granular characterizations of the various stages of the disease.

A magnetic helmet shrunk a deadly tumor in world-first test

We've seen helmets and AI that can spot brain tumors, but a new hard hat can actually treat them, too. As part of the latest neurological breakthrough, researchers used a helmet that generates a magnetic field to shrink a deadly tumor by a third. The 53-year-old patient who underwent the treatment ultimately passed away due to an unrelated injury. But, an autopsy of his brain showed that the procedure had removed 31 percent of the tumor mass in a short time. The test marked the first noninvasive therapy for a deadly form of brain cancer known as glioblastoma.

The helmet features three rotating magnets connected to a microprocessor-based electronic controller operated by a rechargeable battery. As part of the therapy, the patient wore the device for five weeks at a clinic and then at home with the help of his wife. The resulting magnetic field therapy created by the helmet was administered for two hours initially and then ramped up to a maximum of six hours per day. During the period, the patient's tumor mass and volume shrunk by nearly a third, with shrinkage appearing to correlate with the treatment dose.

The inventors of the device — which received FDA approval for compassionate use treatment — claim it could one day help treat brain cancer without radiation or chemotherapy. “Our results...open a new world of non-invasive and nontoxic therapy...with many exciting possibilities for the future,” said David S. Baskin, corresponding author and director of the Kenneth R. Peak Center for Brain and Pituitary Tumor Treatment in the Department of Neurosurgery at Houston Methodist Neurological Institute. Details of the procedure have been published in the peer-reviewed journal Frontiers in Oncology.

Moderna enters clinical trials for its mRNA-based flu vaccine

Moderna has injected its mRNA-derived vaccine for the seasonal flu into a human volunteer for the first time as part of a Phase 1/2 clinical study, the company announced on Wednesday. 

This is a very early test for the new vaccine technology, geared primarily towards building a baseline understanding of the treatment's "safety, reactogenicity and immunogenicity," according to a Moderna release. mRNA-1010, as the vaccine has been dubbed, is designed to be effective against the four most common strains of the virus including, A H1N1, H3N2, influenza B Yamagata and influenza B Victoria. According to the World Health Organization, these strains cause between 3 and 5 million severe cases of flu every year, resulting in as many as 650,000 flu-related respiratory deaths annually. In the US alone, roughly 8 percent of the population comes down with the flu every winter. The company hopes this vaccine will prove more potent than the current 40 - 60 percent efficacy rate of conventional flu vaccines.  

“We are pleased to have begun this Phase 1/2 study of mRNA-1010, our first mRNA seasonal flu vaccine candidate to enter the clinic. We expect that our seasonal influenza vaccine candidates will be an important component of our future combination respiratory vaccines,” Stéphane Bancel, Moderna's CEO said. “Respiratory combination vaccines are an important pillar of our overall mRNA vaccine strategy. We believe that the advantages of mRNA vaccines include the ability to combine different antigens to protect against multiple viruses and the ability to rapidly respond to the evolution of respiratory viruses, such as influenza, SARS-CoV-2 and RSV. Our vision is to develop an mRNA combination vaccine so that people can get one shot each fall for high efficacy protection against the most problematic respiratory viruses."

This vaccine has been generated using the same genomic techniques the company utilized to develop its COVID-19 treatment in 2020. The technique works by exploiting the human body's own cells to reproduce snippets of viral DNA to instigate an immune response and prime the body against future infection. Since this method doesn't require the entire virus (either weakened or dead) but rather just a birt of its genetic code, mRNA vaccines could be applied to any number of deadly modern diseases including malaria, TB — even cancer.