How Do You Spell Behavior? At Darwin’s Dogs, We Use Gs, Cs, Ts, and As.
There are approximately 3 billion bases—represented by the letters G, C, T, or A—in a dog genome. A majority of these are the same across all dogs—these are the bits of DNA that make your dog a dog. But what makes your dog an individual? What makes your dog different from your neighbor’s dog? This would be the roughly 18 million places in the genome where your dogs may have different letters from each other. So to learn about variation between dogs, we want to detect which letter is at each of these 18 million places. This is the goal of genotyping. In contrast to sequencing, which aims to read every letter (all 3 billion) of DNA, genotyping gets a quick snapshot of some of the 18 million variable positions.
But we may not even need to check all 18 million. Many of these spots may be correlated: For example, we might know that a majority of dogs that have a letter A at position 1 also have a letter T at position 2. If that’s the case, we don’t really need to check both positions; we can check one and have a pretty good idea what is at the other. This kind of linkage is common, as dogs—just like humans—don’t inherit just single letters of DNA from their parents. Rather they inherit chunks of chromosomes with many variable positions sticking together like castaways stuck on the same raft. We can, then, look at a smaller number of spots in the genome and get a good amount of information about the variation between dogs.
Existing genotyping technology for dogs, however, samples a much smaller number of places in the genome (170,000). This works well for studying many physical traits like coat color or ear shape, or for diseases with a strong genetic contribution like several cancers. But behavior is far more complex. So we don’t think 170,000 letters are enough, especially when studying across many breeds and mixed-breed dogs, because the chromosome “rafts” are smaller, and fewer variants are linked together.
To be able to get more information from genotyping for our Darwin’s Dogs project, we’ve been working with Affymetrix—a genomics technology company—to build a better tool. This new genotyping tool samples 650,000 spots across the genome, which should provide enough genetic data points from each dog to give us a first look at patterns of variation in DNA that might be associated with variations in certain behaviors.
As for the behavior, we leave that to the experts: pet owner. We’ve asked thousands of dog owners to fill out extensive surveys about their dogs’ behavior, covering everything from personality traits like playfulness and sociability, to finer details like whether the dogs cross their paws while laying down or drink water quickly.

The first 500 saliva samples on their way to be analyzed.
Certainly, some people may know their dog’s behavior better than others, and some answers provided will be far from perfect. But that’s okay. We’re not reading anything into individual answers—instead we’re looking for consistent patterns among large numbers of dogs (8,485 dogs are currently enrolled). The more dogs we enroll, the more robust patterns we will be able to detect.
Once we can pull patterns out of the behavior surveys, we can select dogs that all tend to show a behavior of interest and compare their DNA to dogs that don’t. And this is all done with DNA extracted from saliva. The dog owners are each sent a kit to collect a small amount of saliva from their pup to send back to us. When we get the kits back, we pull the DNA out of the saliva and analyze it on the new genotyping tool.
So far we’ve genotyped 100 dogs. These were just to ensure that the new tool works as intended, and it all looks good. Now we will analyze DNA samples from 500 dogs spanning the continuum from calm to anxious and from greatest to least self-control.
These are lofty goals, to find parts of the genome contributing to complex behaviors, and that’s where we need your help. The more dogs we can enroll, the better we’ll be able to pinpoint differences in DNA that matter for behavior.
Jesse McClure, PhD, is a former military working dog handler and pet trainer turned academic researcher with training in applied behavior, neuroscience, and behavioral genetics.
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Mike is an emerging animal behaviorist sitting in Minnesota in the US. He carries an MSc in social science research methods (U. of Kentucky) and brings a passion for understanding how the methods we favor shape the knowledge we privilege. Coming from careers in teaching and non-profit program evaluation, he found companion animal behavior by accident helping anxious feline friends in a unique shelter in Ohio. It is a privilege and a joy to combine these and advance the journal in this exciting time of growth.
Alexandra is a certified dog behavior consultant and holds a PhD in neuroscience. She has spent over a decade in academic research and is author of numerous scientific articles on different aspects of brain development, including olfaction, neurogenesis, and memory formation. Her work as a behavior consultant focuses on creating trusting relationships between humans and their dogs through communication, respect, and science-based knowledge. Alexandra is very dedicated to promoting more science within the dog training world. She supports dog guardians and professionals to build a solid understanding of scientific principles and provides guidance on how to apply these to life with dogs. She runs Canine Mindscape in Alicante, Spain.
I’m an Argentinean-Italian dog trainer and CSAT who spent eight amazing years in Brazil learning and working with dogs. Now based in Europe, I volunteer with the IAABC as a translator and, in my free time, help rehomed dogs settle into their new families. I love bridging languages—and hearts—between people and their dogs.
I’m a translator, editor and journalist, as well as canine educator for children and families, specialized in canine body language. I am part of the IAABC Family since 2019, as Language Director at the IAABC and Translators Team Lead at the IAABC Foundation, at the moment. I volunteer at local shelters and promote bite prevention and animal welfare at schools and events all over my country, Uruguay.
I’m a Chilean veterinarian and certified dog trainer, based in Madrid and working at a veterinary clinic. I’ve been volunteering with the IAABC and the IAABC Foundation for over seven years. In my free time, I help dogs and their guardians strengthen their bond, and I love spending quality time with my own dogs.
Master’s Degree in Natural Sciences, with a strong interest in environmental sustainability and the protection of natural ecosystems. Passionate about writing and science communication, she collaborates with multidisciplinary teams on research projects, such as Equine International, and with non-profit initiatives in the environmental and cultural fields. She is writing for different magazines, including IAABC Foundation. Her major goal is to improve horse’s welfare through behaviour research and empirical practice.
Adrienne Hovey is the copy editor for the IAABC Foundation journal and the owner of
I believe that knowledge from a wide range of disciplines fosters a more empathetic, curious, and engaging world. I am passionate about social, environmental, and minority rights issues (both human and non-human), and this has invariably led me down the road of multi-species anthropology. Perpetually curious about the world we live in, I hope to contribute towards making the world a kinder place for all of us earthlings to live on!
Beckie Wheldon is based in England, UK, and has been supporting the IAABC Foundation Journal team as a volunteer journal content editor since early 2025. She has a BSc (Hons) Animal Behaviour and Welfare, and has recently completed a MSc Clinical Animal Behaviour. With a passion for both practical and theory, Beckie is proud to be a part of the journal submission journey and support the process of applied animal behaviour information and research getting from our writers to the readers. As her full-time career, Beckie is currently part of the UK veterinary charity, PDSA, as a Learning and Development Business Partner for Veterinary, where she supports the professional development of people in their Veterinary Hospitals. Her last position was with the rescue charity, Dogs Trust, as a Canine Behavioural Welfare Manager, where she worked on embedding evidence-based behavioural welfare best practices throughout policy and practices, with both internal and external professional stakeholders, such as the police and military. With a varied background in kennels, caregiver education, and charity dog training classes, Beckie is also an accredited Animal Training Instructor (APDT UK) and an Associate Clinical Animal Behaviourist (APBC).
Erin Jones, PhD, IAABC-ADT, CDBC, CPDT-KA, CANZ-ATI, CANZ-ABC, is the Journal Director of the IAABC Foundation Journal. She holds a PhD in Human–Animal Studies, an MSc in Anthrozoology, a PG Dip in Animal Welfare, and a BSc (Hons) in Anthropology and Psychology. An international presenter, editor, writer and mentor, Erin’s writing bridges research and practice with a focus on the intersection of philosophy, ethics and dog-centered behaviour practice. She is the author of Constructing Canine Consent and co-editor of Topics in Non/Human Coexistence and numerous academic and trade journal publications.