Artificial intelligence (AI) is enabling a foundational understanding of drug discovery that is changing the typical pathway used in modern development. The powerful new computer technology will lead developers from conducting hypothesis-driven research to more and deeper data-driven research, Manolis Kellis, professor at the Computer Science and Artificial Intelligence Laboratory at the Massachusetts Institute of Technology (MIT) and an associate member at the Broad Institute of MIT and Harvard University, told those attending the BioFuture 2024 conference in New York on Oct. 28.
In response to the continuing opioid epidemic, researchers at the Massachusetts Institute of Technology and Brigham and Women’s Hospital developed a small implantable device that monitors heart rate, respiration and other vital signs indicative of an overdose, then automatically releases a dose of naloxone.
In response to the continuing opioid epidemic, researchers at the Massachusetts Institute of Technology and Brigham and Women’s Hospital developed a small implantable device that monitors heart rate, respiration and other vital signs indicative of an overdose, then automatically releases a dose of naloxone.
Alzheimer’s disease (AD) is a neurodegenerative condition in which amyloid plaques and neurofibrillary tangles accumulate in the brain. In addition to genetic factors, DNA damage and epigenetic alterations also play a key role in the pathogenesis and progression of this disease, altering gene expression, the functioning and maintenance of brain cells. DNA double-strand breaks (DSBs) and chromatin accessibility are two hallmarks of AD whose study could reveal new ways of approaching this disease.
Advances in understanding the processes underlying brain neurodegeneration have allowed lots of new treatment and prevention strategies to begin to flourish. Several presentations at the 2024 Alzheimer’s & Parkinson’s Diseases Conference recently held in Lisbon reflect that eyes are now on some individuals who, despite showing pathological signs in their brains, stay cognitively healthy across several endogenous mechanisms of resilience.
If we unraveled the DNA of the 46 chromosomes of a single human cell, it would barely measure 2 meters. If we did the same with the rest of the body, if we aligned the 3 billion base pairs of its 5 trillion cells, we could travel the distance from the Earth to the Sun more than 100 times. It seems unreachable. However, that is the unit of knowledge of the large sequencing projects achieved in 2023.
If we unraveled the DNA of the 46 chromosomes of a single human cell, it would barely measure 2 meters. If we did the same with the rest of the body, if we aligned the 3 billion base pairs of its 5 trillion cells, we could travel the distance from the Earth to the Sun more than 100 times. It seems unreachable. However, that is the unit of knowledge of the large sequencing projects achieved in 2023. From the generation of the human pangenome to cell-by-cell maps of the brain and kidneys, scientists this year have completed several omics collaborative projects stored in large international databases. Now, what’s the plan?
If we unraveled the DNA of the 46 chromosomes of a single human cell, it would barely measure 2 meters. If we did the same with the rest of the body, if we aligned the 3 billion base pairs of its 5 trillion cells, we could travel the distance from the Earth to the Sun more than 100 times. It seems unreachable. However, that is the unit of knowledge of the large sequencing projects achieved in 2023. From the generation of the human pangenome to cell-by-cell maps of the brain and kidneys, scientists this year have completed several omics collaborative projects stored in large international databases. Now, what’s the plan?
Researchers have used explainable artificial intelligence (explainable AI) to find structurally new antibiotics with minimal toxicity. They reported their findings online in Nature on Dec. 20, 2023. In animal testing, compounds identified via the method showed that they had activity against drug-resistant gram-positive bacteria including methicillin-resistant Staphylococcus aureus (MRSA), one of the most serious bacterial public health threats.
Why cancer? The mechanisms that drive and maintain tumorigenesis are still a mystery. This is a play with different actors who have different roles in several contexts. One of these scenarios is represented by genetic and epigenetic conditions that determine the early trajectories of cancer cells. In addition, different mechanisms will control phenotypes and states that can take one or another direction toward cancer.
