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Novel predictors of tumor growth by exploratory quantitative analysis of radiomics features from MRI data for incidentally discovered meningioma

Predicting future tumor growth from initial imaging of incidentally discovered meningioma (IDM) could inform treatment decisions. However, most factors identified in prior studies on meningioma growth are qualitative. The aim of this study is to identify factors associated with tumor growth using quantitative radiomics features from MRI data.

MRI T2 features from initial imaging of 24 tumor growth cases were compared with those of 25 cases without growth. An in-house program was developed to reduce the time required for data analysis. This program is based on the open-source software 3D Slicer 5.6.2 and PyRadiomics 3.1.0. It enables semi-automatic batch t-test analyses for each feature to compare tumor growth and non-growth groups. Regions of interest (ROIs) were placed in the tumor, outer tumor edge, whole brain, and white matter contralateral to the tumor. A total of 107 features were analyzed across seven classifications: First Order, Shape, Gray Level Co-occurrence Matrix, Gray Level Run Length Matrix, Gray Level Size Zone Matrix, Gray Level Dependence Matrix, and Neighboring Gray Tone Difference Matrix. A t-test was used to identify significant predictors.

Ten features across five classifications showed significant differences (p 0.05): 2 First Order statistics, 2 Shape features, 4 Gy Level Co-occurrence Matrices, 1 Gy Level Size Zone Matrix, and 1 Neighboring Gray Tone Difference Matrix.

P53 in the DNA-Damage-Repair Process

The cells in the human body are continuously challenged by a variety of genotoxic attacks. Erroneous repair of the DNA can lead to mutations and chromosomal aberrations that can alter the functions of tumor suppressor genes or oncogenes, thus causing cancer development. As a central tumor suppressor, p53 guards the genome by orchestrating a variety of DNA-damage-response (DDR) mechanisms. Already early in metazoan evolution, p53 started controlling the apoptotic demise of genomically compromised cells. p53 plays a prominent role as a facilitator of DNA repair by halting the cell cycle to allow time for the repair machineries to restore genome stability. In addition, p53 took on diverse roles to also directly impact the activity of various DNA-repair systems. It thus appears as if p53 is multitasking in providing protection from cancer development by maintaining genome stability.

Nasal spray with gold nanoparticles delivers targeted treatment to the brain

Tiny gold particles that act as carriers for lithium can be delivered directly to the brain in the form of a nasal spray. Developed by scientists at the Università Cattolica Rome campus/Fondazione Policlinico Universitario A. Gemelli IRCCS, the new nanotechnological device can be used for the treatment and prevention of neuropsychiatric and neurodegenerative diseases.

Lithium is already in for manic-depressive syndrome, but in oral formulation it is not free of side effects. It is used to combat neuropsychiatric diseases such as bipolar disorder, neurodegenerative diseases such as Alzheimer’s disease, and brain infections such as those caused by Herpes Simplex Virus type 1, which several recent studies have linked to an increased risk of neurological diseases.

Published in the journal Advanced Materials and already patented, the idea is the result of a study that demonstrated that it is possible to directly inhibit the activity of an enzyme that plays a key role in the development of these diseases (glycogen synthase kinase-3 beta, GSK-3β) directly in the brain by using lithium delivered by intranasally administered .

Molecular motors drive new non-invasive cancer therapies

Imagine tiny machines, smaller than a virus, spinning inside cancer cells and rewiring their behavior from within. No surgery, no harsh chemicals, just precision at the molecular level.

Two researchers from the Artie McFerrin Department of Chemical Engineering at Texas A&M University are investigating light-activated molecular motors—nanometer-sized machines that can apply from within cells to target and selectively disrupt cancerous activity.

Chemical engineering professor Dr. Jorge Seminario and postdoctoral associate Dr. Diego Galvez-Aranda have contributed to pioneering research by demonstrating a new frontier in non-invasive cancer therapies. The recently published manuscript in the Journal of the American Chemical Society continues this line of investigation.

What’s The Biochemistry Of Fitness In 80yr Olds?

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Prediabetes remission possible without dropping pounds, new study finds

There’s a long-held belief in diabetes prevention that weight loss is the main way to lower disease risk. Our new study challenges this.

For decades, people diagnosed with prediabetes—a condition affecting up to one in three adults depending on age—have been told the same thing by their doctors: eat healthily and lose weight to avoid developing diabetes.

This approach hasn’t been working for all. Despite unchanged medical recommendations for more than 20 years, diabetes prevalence continues rising globally. Most people with prediabetes find weight-loss goals hard to reach, leaving them discouraged and still at high risk of diabetes.

Fundamental engineering principles can help identify disease biomarkers more quickly

People often compare the genome to a computer’s program, with the cell using its genetic code to process environmental inputs and produce appropriate responses.

But the machine metaphor can be extended even further to any , and applying established concepts of engineering to biology could revolutionize how scientists make their observations within biology, according to research from University of Michigan.

In a paper published in Proceedings of the National Academy of Sciences, Indika Rajapakse, Ph.D., Joshua Pickard, Ph.D. (now an Eric and Wendy Schmidt Postdoctoral Fellow at the Broad Institute), and their team propose that fundamental principles of and observability can be applied to study that change over time.

DNA repair mechanisms help explain why naked mole-rats live a long life

Naked mole-rats are one of nature’s most extraordinary creatures. These burrowing rodents can live for up to 37 years, around ten times longer than relatives of a similar size. But what is the secret to their extreme longevity? How are they able to delay the decay and decline that befalls other rodents? The answer, at least in part, is due to a switch in a common protein that boosts DNA repair, according to new research published in the journal Science.

One of the main causes of aging in all animals, including humans, is the accumulation of damaged DNA, our genetic instruction manual. When this damage is not fixed, it leads to , damaged proteins and eventually a breakdown in the body’s functions.

To understand how the naked mole-rat is so resistant to DNA damage, a study led by researchers at Tongji University in China focused on a common protein called cGAS (cyclic GMP-AMP synthase). In most mammals, cGAS interferes with DNA repair, but the researchers suspected it may have evolved a different function in the long-living rats.

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