The next generation of deep-brain stimulation automatically corrects the precise brain waves that create symptoms of Parkinson’s disease. Can this approach target other conditions?

Smartphones can help people stay healthy by monitoring their sleep, steps and heart rate, but they also can help reveal issues tied to mental health, new research shows.
In a study published in JAMA Network Open, researchers from the University of Michigan, University of Minnesota and University of Pittsburgh used smartphone sensors as silent observers of daily life. These digital footprints tracked simple actions, such as how much we move, sleep or check our phones but also provided surprising insights into how our psychological well-being manifests in everyday routines.
The researchers found that many different mental disorders share similar behavior patterns, like staying home more, sleeping late and not charging phones often. Such behaviors may show someone’s level of something called the “p-factor,” which links many mental health issues.
Life may unfold as a continuous stream, but our memories tell a different story. We do not recall the past as one long, unbroken text. Instead, we remember it as a series of meaningful events, like how sentences are structured with grammar and punctuation. Like any narrative, this organization gives our experiences shape and coherence, helping us make sense of what and when things happen.
The brain must devote a lot of space to this herculean task, right?
Wrong! It turns out that a tiny but mighty region pulls far more than its weight.
In a study published in Cell on July 10, researchers reported the first comprehensive study of whole-brain projectomes of the macaque prefrontal cortex (PFC) at the single-neuron level and revealed the organization of macaque PFC connectivity.
The team from the Center for Excellence in Brain Science and Intelligence Technology (CEBSIT) of the Chinese Academy of Sciences, along with a team from the HUST-Suzhou Institute for Brainsmatics, compared macaque and mouse PFC single-neuron projectomes and revealed highly refined axon targeting and arborization in primates.
The PFC in primates, including humans, has dramatically expanded over the course of evolution, which is believed to be the structural basis of high cognitive functions. Previous studies of PFC connectivity in non-human primates have mainly relied on population-level viral tracing and functional magnetic resonance imaging (fMRI), which in general lack single-cell resolution to examine projection diversity. Meanwhile, whole-brain imaging data for tracing axons in the primate brain are massive in size.
Questions to inspire discussion.
🏢 Q: What are Elon Musk’s current ownership stakes in Tesla and XAI? A: Musk owns 55% of XAI and 12.9% of Tesla, with potential to increase his Tesla ownership to 20% through a compensation package.
💰 Q: How do the valuations of XAI and Tesla compare? A: XAI’s valuation is expected to reach $200 billion in the next round, while Tesla’s valuation is approximately $1 trillion.
Potential Conflicts and Risks.
⚖️ Q: What conflict of interest exists for Elon Musk in a potential merger? A: Musk’s significant ownership in both companies creates a conflict of interest in merger discussions, as he must balance his interests in XAI (55% ownership) and Tesla (12.9–20% ownership).
🔒 Q: What control risk does Elon Musk face with Tesla? A: Musk currently lacks the 25% voting control needed for major decisions in Tesla, presenting a non-trivial control risk that could be mitigated through Tesla’s investment in XAI. ## Key Insights.
Nerve cells are not just nerve cells. Depending on how finely we distinguish, there are several hundred to several thousand different types of nerve cell in the human brain according to the latest calculations. These cell types vary in their function, in the number and length of their cellular appendages, and in their interconnections. They emit different neurotransmitters into our synapses and, depending on the region of the brain – for example, the cerebral cortex or the midbrain – different cell types are active.
When scientists produced nerve cells from stem cells in Petri dishes for their experiments in the past, it was not possible to take their vast diversity into account. Until now, researchers had only developed procedures for growing a few dozen different types of nerve cell in vitro. They achieved this using genetic engineering or by adding signalling molecules to activate particular cellular signalling pathways. However, they never got close to achieving the diversity of hundreds or thousands of different nerve cell types that actually exists.
“Neurons derived from stem cells are frequently used to study diseases. But up to now, researchers have often ignored which precise types of neuron they are working with,” saysthe senior author. However, this is not the best approach to such work. “If we want to develop cell culture models for diseases and disorders such as Alzheimer’s, Parkinson’s and depression, we need to take the specific type of nerve cell involved into consideration.”