Saturday, September 20, 2025

Dogs can extend word meanings to new objects based on function, not appearance



Dogs with a vocabulary of toy names—known as Gifted Word Learners—can extend learned labels to entirely new objects, not because the objects look similar, but because they are used in the same way.




Eötvös Loránd University

Dog brings the toy 

image: 

A new study publishing in Current Biology on September 18 reveals that dogs with a vocabulary of toy names—known as Gifted Word Learners—can extend learned labels to entirely new objects, not because the objects look similar, but because they are used in the same way.

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Credit: Department of Ethology / Eötvös Loránd University





BUDAPEST, Hungary — A new study publishing in Current Biology on September 18 by the Department of Ethology at Eötvös Loránd University reveals that dogs with a vocabulary of toy names—known as Gifted Word Learners—can extend learned labels to entirely new objects, not because the objects look similar, but because they are used in the same way.

In humans, “label extension” is a cornerstone of early language development. In non-humans, until now, it had only been documented in few so-called language-trained individual animals, after years of intensive training in captivity.

But learning to extend labels to objects that share the same function, rather than visual similarities, is considered an even more complex skill. A toddler learns that the word “cup” can apply to mugs, tumblers, and sippy cups, or that both a spoon and a ladle are “for scooping.” While individuals of many animal species can group items by appearance, extending a learned label to a functionally similar but visually different object has long been considered an advanced skill.

Video abstract at this link: https://youtu.be/8_NbCYAWSfU

The time and efforts needed to train animals in captivity to learn verbal labels, as well as the very limited number of subjects that successfully acquired such vocabulary, have until now limited the feasibility of this type of research.

But here comes the twist! “Gifted Word Learner dogs offer a unique possibility to study this phenomenon because they rapidly learn verbal labels – the names of toys – during natural interactions in their human families” said Dr. Claudia Fugazza, lead author of the study.

“Our results show that these dogs do not just memorize object names,” continues Dr. Fugazza. “They understand the meaning behind those labels well enough to apply them to new, very different-looking toys— by recognizing what the toys were for.”

Link to the social media of the Gifted Word Learner dogs project: https://linktr.ee/geniusdogchallenge

A Play-Based Experiment

Researchers of the Department of Ethology, at Eötvös Lorand University tested 7 Gifted Word Learner dogs—(six Border collies and a Blue heeler)—known for their unusual ability to learn the names of dozens of toys naturally, through everyday play.

The experiment had four stages, all of them conducted in a natural setup, at the house of each dog owner, during playful interactions:

  1. Fist, in the Learning Phase, Dogs learned two new labels, such as “Pull” and “Fetch,” each referring not to a single item, but to a group of toys that looked completely different but were used in the same way during play (tug or retrieve).
  2. Second, during a formal Assessment, the dogs showed that they had successfully learned those labels and could appropriately choose the “Pulls” and “Fetches” when asked.
  3. The crucial part of the experiment was carried out after this Assessment: in the Generalization Phase, the dogs were introduced to new toys, also with diverse physical features, and the owner played in the same two ways as before, but this time saying no labels.
  4. Test – When asked for a “Pull” or “Fetch,” the dogs selected the correct unlabelled toy significantly above chance, indicating they had generalized the labels to a functional category.

Why This Matters

The study provides the first evidence that dogs can generalize verbal labels to functional categories during natural-like playful interactions in their human families—mirroring, in functional terms, the natural context of human language development.

“This ability shows that classification linked to verbal labels can emerge in non-human, non-linguistic species living in natural settings,” said Dr. Adam Miklosi, coauthor of the study. “It opens exciting new avenues for studying how language-related skills may evolve and function beyond our own species.”

Key Points

  • Dogs extended verbal labels to objects that shared only functional properties, not appearance.
  • The skill emerged naturally through play with owners—no formal training required.
  • While the mechanisms of such learning are not known, the context in which it happens present a striking parallel with that of human infants: daily life in a human family.
  • The study of these skills in a non-human species in its natural environment paves the way for understanding the how language-related skills evolved and function.

 

Soccer heading does most damage to brain area critical for cognition



Columbia University Irving Medical Center






NEW YORK, NY (Sept. 18, 2025)--A brain imaging technique developed by Columbia researchers has identified areas in the brain’s cerebral cortex—just behind the forehead—that are most damaged by the repetitive impacts from heading a soccer ball. Their study also found that the damage leads to cognitive deficits seen in soccer players who head the ball frequently.  

The study, published Sept. 18 in JAMA Network Open, was conducted in amateur adult soccer players from New York City. 

“What’s important about our study is that it shows, really for the first time, that exposure to repeated head impacts causes specific changes in the brain that, in turn, impair cognitive function,” says study leader Michael Lipton, MD, PhD, professor of radiology and biomedical engineering at Columbia University Vagelos College of Physicians and Surgeons. 

The study also gives researchers a brain imaging tool they need to detect these injuries in individuals, learn more about the ways repetitive head impacts affect the brain, and develop treatments. 

A second study from Lipton’s lab, in press in the journal Neurology, used a different imaging technique to look at the brain and found related damage in the same area.  

“The fact that both techniques, looking at two different features, find the same association strengthens our conclusion that these changes are mediating heading’s cognitive effects,” Lipton says. 

Finding signs of brain injury 

The researchers used a new imaging technique to look for biomarkers of injury due to heading in an area of the brain previously inaccessible to accurate imaging.  

Using diffusion MRI, a technique that examines cellular microstructure and organization, the researchers imaged the athletes’ brains to look at the interface between white and gray matter in the cerebral cortex, the outermost surface of the brain.  

“We looked at this interface because white and gray matter have different densities and move at different rates in response to head impact,” Lipton says. “That creates shear forces between the two types of tissue, leaving the interface between the two layers vulnerable to injury.” 

Typical dMRI techniques work well for analyzing structures deep inside the brain, but significant hurdles limit their ability to analyze the outer layers—the very areas that may be most susceptible to injury from heading. A graduate student in Lipton’s lab, Joan Song, developed a new method to characterize microstructure within the transition zones between gray and white matter in the brain’s outer surface. 

“In healthy individuals, there’s a sharp transition between these tissues,” Song says. “Here we studied if an attenuation of this transition may occur with minor impacts caused by heading.” 

What the study found 

Lipton’s team performed dMRI scans on 352 adult amateur soccer players, who reported varying levels of heading over the previous year, and on 77 aged-matched athletes not involved in collision sports. All players took simple learning and memory tests. 

The most fervent headers of the ball—reporting more than 1,000 headers each year—had significantly fuzzier transitions between gray and white matter in the orbitofrontal region but not in other regions further back in the brain. Players who most frequently headed the ball also performed a few points worse on tests of learning and memory compared to players who did little to no heading.  

Greater damage in the transition zone linked head impacts to worse test performance.

“It’s very strong evidence that these microstructural changes are likely to be a cause of cognitive deficits,” Lipton says. 

What’s next? 

The lab is now looking at the potential relationship between these biomarkers and the later development of chronic traumatic encephalopathy (CTE), a neurodegenerative disease that has been diagnosed in athletes who experienced many head impacts over their playing careers. 

"The location of the abnormality we report is remarkably similar to CTE pathology, though we don't yet know if they are linked to CTE or if any of these currently healthy athletes will develop CTE." 

Lipton’s lab is also investigating if cardiovascular activity can help buffer the brain from damage caused by repetitive impacts. 

Additional information

“Orbitofrontal Gray-White Interface Injury Mediates Soccer Heading Association with Verbal Learning,” was published September 18 in JAMA Network Open

All authors: Joan Y. Song, (Albert Einstein College of Medicine and Columbia), Roman Fleysher (Columbia), Kenny Ye (Einstein), Mimi Kim (Einstein), Walter F. Stewart (Medcurio Inc.), Molly E. Zimmerman (Fordham University), Richard B. Lipton (Einstein), and Michael L. Lipton (Columbia). 

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Columbia University Irving Medical Center (CUIMC) is a clinical, research, and educational campus located in New York City. Founded in 1928, CUIMC was one of the first academic medical centers established in the United States of America. CUIMC is home to four professional colleges and schools that provide global leadership in scientific research, health and medical education, and patient care including the Vagelos College of Physicians and Surgeons, the Mailman School of Public Health, the College of Dental Medicine, the School of Nursing. For more information, please visit cuimc.columbia.edu

US faces rising death toll from wildfire smoke, study finds





Stanford University





Wildfires burning across Canada and the Western United States are spewing smoke over millions of Americans – the latest examples of ashy haze becoming a regular experience, with health impacts far greater than scientists previously estimated. 

Although wildfires have long been part of life in the Western U.S., warmer, drier conditions are fueling bigger blazes that occur more often and for longer. Smoke from these blazes is spreading farther and lingering longer than in the past. In a Sept. 18 study in Nature, Stanford University researchers estimate that continued global warming could lead to about 30,000 additional deaths each year nationwide by 2050, as climate-driven increases in fire activity generate more smoke pollution across North America.

“There’s a broad understanding that wildfire activity and wildfire smoke exposure are changing quickly. This is a lived experience, unfortunately, for folks on the West Coast over the last decade and folks on the East Coast in the last few years,” said senior study author Marshall Burke, a professor of environmental social sciences in the Stanford Doerr School of Sustainability. “Our paper puts some numbers on what that change in exposure means for health outcomes, both now and in the future as the climate warms.”

The researchers found no U.S. community is safe from smoke exposure. When monetized, deaths related to wildfire smoke could reach $608 billion in annual damages by 2050 under a business-as-usual emissions scenario where global temperatures rise about 2 degrees Celsius above pre-industrial levels. That estimated toll surpasses current estimates of economic costs from all other climate-driven damages in the U.S. combined, including temperature-related deaths, agricultural losses, and storm damage. 

“What we see, and this is consistent with what others find, is a nationwide increase in wildfire smoke,” said lead study author Minghao Qiu, an assistant professor at Stony Brook University who worked on the study as a postdoctoral researcher in Burke’s lab. “There are larger increases on the West Coast, but there’s also long-range transport of wildfire smoke across the country, including massive recent smoke events in the Eastern and Midwestern U.S. from Canadian fires.”

Uniquely dangerous pollution

Deaths from wildfire smoke result from inhaling a complex mix of chemicals. Wildfires can expose large numbers of people to these toxic pollutants for days or weeks at a time, contributing to deaths up to three years after the initial exposure, according to the new study.

Within wildfire smoke pollution, researchers often focus on fine particulate matter, known as PM2.5, which penetrates the lungs and enters the bloodstream. While the health effects of PM2.5 from other sources are well studied, less is known about the specific dangers of PM2.5 from wildfire smoke. Some recent research shows that wildfire smoke can contain a range of toxic chemicals harmful to human health. Qiu, Burke, and colleagues used U.S. death records to assess these additional risks from smoke.

The researchers combined county-level data on all recorded U.S. deaths from 2006 to 2019 with measurements of ground-level smoke emissions, wind variation, and the movement of airborne particulate matter, using machine learning to predict how wildfire emissions changes in one area affected smoke concentrations in another. They linked changes in smoke concentrations to variation in historical mortality and used global climate models to project future fire activity, smoke levels, and health impacts under different warming scenarios through 2050. 

The results show that excess deaths from smoke PM2.5 exposure under a business-as-usual emissions scenario could increase more than 70% to 70,000 per year from roughly 40,000 annual deaths attributed to smoke from 2011 to 2020. The largest projected increases in annual smoke exposure deaths occur in California (5,060 additional deaths), New York (1,810), Washington (1,730), Texas (1,700), and Pennsylvania (1,600).

Understanding climate impacts

By quantifying economic damage from smoke-related deaths, the findings uncover a hidden tax on families and businesses. The researchers found that even if the world cuts emissions rapidly enough to stabilize global temperatures below 2 C by the end of the century, deaths from climate-driven smoke exposure in the U.S. alone would likely still exceed 60,000 per year by 2050. 

“If you look at the leading climate impact assessment tools that are used to inform policy, none of them incorporate how changes in climate could influence wildfire smoke and related human mortality,” Qiu said. “Our study shows climate models are missing a huge part of the climate impacts in the U.S. – it’s like leaving the main character out of a movie.”

A shared burden

Actions by public health officials and communities can mitigate this growing threat. For example, investing in better indoor air filtration can help reduce exposure for vulnerable individuals or communities. Prescribed burns or other fuels management approaches can help to reduce the severity of wildfires and resulting smoke waves. 

“Our understanding of who is vulnerable to this exposure is much broader than we thought,” Burke said. “It’s pregnant people, it’s kids in schools, it’s anyone with asthma, it’s people with cancer. We look at one specific health outcome in this study – mortality – and unfortunately find a shared burden of exposure for individuals across the U.S.”

Burke is also a professor (by courtesy) of Earth system science; deputy director at the Center on Food Security and the Environment; and a senior fellow with the Stanford Institute for Economic Policy Research (SIEPR), the Woods Institute for the Environment, and the Freeman Spogli Institute for International Studies

Additional Stanford co-authors include Jessica Li, a research data analyst at the Center on Food Security and the Environment; Renzhi Jing, a postdoctoral researcher in primary care and population policy; Makoto Kelp, a postdoctoral researcher in Earth system science; Jeff Wen, a PhD student in Earth system science; Mathew Kiang, assistant professor of epidemiology and population health; Sam Heft-Neal, a senior research scholar at the Center on Food Security and the Environment; and Noah Diffenbaugh, the Kara J Foundation Professor and Kimmelman Family Senior Fellow. Other study co-authors are from the University of California, San Diego, the University of Washington, Princeton University, the National Oceanic and Atmospheric Administration, and the National Bureau of Economic Research.

This research was supported by the Keck Foundation, Stanford’s Center for Innovation in Global Health, Stony Brook University, the Harvard University Center for the Environment, and the Stanford Research Computing Center.