All Research

GWAS for behavioral traits in golden retrievers identifies genes implicated in human temperament, mental health, and cognition

Read the paperDOI: 10.1073/pnas.2421757122

TL;DR

This study shows that certain genes in golden retrievers are linked to behavioral traits like aggression and trainability, which also correspond to similar traits in humans, including intelligence and mental health issues. Understanding these genetic connections can help improve dog behavior and our approach to mental health in both dogs and humans.

Dogs display temperamental and behavioral variation between individuals, just as psychiatric, temperamental, and cognitive traits vary in humans. In both species, these traits are highly heritable, yet causal genes remain incompletely understood. We performed 14 genome-wide association studies (GWAS) for behavioral traits quantified using the Canine Behavioral Assessment and Research Questionnaire (C-BARQ) in ~1,000 golden retrievers, identifying 12 genome-wide significant loci (P -6) for 8 traits and 9 additional loci exceeding a suggestive threshold (P -5). A human phenome-wide association study (PheWAS) showed that most of the 18 canine positional candidate genes identified were associated with one or more of 190 psychiatric, temperamental, or cognitive traits in humans (7/12 genes at genome-wide loci and 5/9 at suggestive loci). For example, a genome-wide significant locus near PTPN1 (dog-directed aggression) overlapped with human measures of Intelligence, Educational attainment, and major depressive disorder. The gene ROMO1 was within a genome-wide significant locus for trainability in dogs and associated with intelligence, depression, irritability, and sensitivity/hurt feelings in humans. Other genes located at genome-wide significant loci associated with behavioral, psychiatric, temperamental, or cognitive traits in both species included PRDX1(dog-directed fear), VWA8 (touch sensitivity), ITPR2, and ADGRL2/LPHN2 (trainability), and ADD2 (stranger-directed fear). From suggestive loci we also found cross-species associations for HUNK, and ZC3H12C, (dog-directed fear), SLC35F6 and IGSF11 (separation-related problems). These results suggest that shared genetic and molecular mechanisms underlie complex behavioral and temperamental states across species and may inform our understanding of emotional states driving undesirable behaviors in dogs.

  • 1Identified 12 specific gene regions linked to 8 behavioral traits in golden retrievers.
  • 2Most of these genetic regions in dogs are also associated with psychiatric and cognitive traits in humans.
  • 3Genes like PTPN1 are related to aggression in dogs and human intelligence, while ROMO1 links trainability in dogs to human emotional traits.
  • 4Suggestive genetic links also exist for separation anxiety in dogs and its behavioral parallels in people.
Nature·

Over 20,000 precolonial earthworks in the Southwest Amazonia

Imagine flying a special laser scanner over the Amazon jungle that can 'see through' the treetops, like X-ray vision for the ground. When scientists did this, they found over 20,000 geometric shapes — ditches, mounds, and enclosures — built by ancient people long before Europeans arrived. These aren't small things: they're massive earthen structures, like monuments. This means the Amazon rainforest, which most people picture as empty wilderness, was actually home to millions of people who built cities and shaped the landscape. Think of it like discovering that a forest you thought was wild was actually someone's ancient garden on a continental scale.

Nature·

A digitally controlled silicon quantum processing unit

Imagine you want to build a super-powerful calculator that uses the weird rules of quantum physics to solve problems no regular computer can. The trouble is, the tiny quantum pieces — called qubits — are incredibly fragile and need to be kept colder than outer space. On top of that, you need wires and control signals going to every single qubit, and if you have thousands of them, the wiring becomes a nightmare. This team solved part of that puzzle by building their qubits out of silicon (the same stuff in your phone's chip), adding a tiny control computer that works at super-cold temperatures right next to the qubits, and using a special high-density cable to connect everything cleanly. They packed 54 tiny quantum dots onto a chip, arranged 18 of them into working qubits, and showed the qubits work about 10 times better than any previous silicon qubit of this type. They also ran basic error-correction experiments to prove the system is on track for real-world use.

Scientific American·

The 2026 World Cup's grass is an engineering problem

Imagine you're trying to play soccer in 16 different places across the United States, Canada, and Mexico — some in freezing cold, some blazing hot, some in stadiums with roofs that block sunlight. Half of those stadiums normally use fake grass. Now FIFA, the organization that runs the World Cup, wants every single pitch to feel and play exactly the same way, like a video game where every level has identical physics. To do that, they hired grass scientists — yes, that's a real job — who figured out how to grow special grass on thin mats with plastic underneath so it can be transported like a carpet, stitched with synthetic fibers so it doesn't rip when players sprint and tackle, and tested by literally shooting balls at it with a cannon to make sure it bounces right. Different grass species are used depending on whether a stadium is hot, cool, or dark. It's basically a giant, living, high-tech floor installation that has to survive the world's best athletes running on it.

Monthly Notices of the Royal Astronomical Society·

Remarks on the disproof of the unit distance conjecture

Imagine you scatter a bunch of dots on a piece of paper. The question is: how many pairs of those dots can be exactly 1 inch apart? The Erdős unit distance conjecture asked whether there's a specific mathematical formula that limits how often this can happen as you add more and more dots. Think of it like asking how many friendships can exist in a town where friends are defined as people who live exactly one mile apart — there's a suspected maximum, and Erdős guessed what that maximum should be. For decades, no one could prove or disprove his guess. Now, an AI apparently found a specific arrangement of dots (a 'counterexample') that breaks the expected limit, proving Erdős's conjecture was wrong. A team of elite mathematicians then checked and explained the AI's work in this paper.