Game on: Innovative online project expands dementia research

ASU engineering postdoctoral research scholar Andrew Hooyman earns competitive NIH training grant

October 1, 2021

Launching an astronaut from one planet to land successfully on another could be the future of detecting cognitive and functional decline in older adults.

Not launches initiated by NASA mission control, but by ordinary people playing a simple computer game developed by Andrew Hooyman, a postdoctoral research scholar in the Ira A. Fulton Schools of Engineering at Arizona State University. A graphic of a pixel-art astronaut on an Earth-like planet and a red planet on a starry background. "Help Super G Explore the Solar System,” a simple game created by ASU Postdoctoral Research Scholar Andrew Hooyman, is part of an online research project to study motor task learning and its relationship to future cognitive and functional decline, such as dementia and Alzheimer’s disease. Graphics by Andrew Hooyman and Rhonda Hitchcock-Mast/ASU Download Full Image

This work, conducted in collaboration with researchers at ASU, the University of Utah and the Translational Genomics Research Institute, aligns with new National Institutes of Health initiatives focused on enabling earlier and more accurate detection of Alzheimer’s disease. Understanding how current mental and physical abilities forecast a person’s future abilities is one component of this effort.

“We need to be able to identify individuals who are going to experience cognitive or functional decline, and then provide guidance or intervention early on,” Hooyman says. “We’re trying to bring this research into the 21st century.”

Hooyman is in the early stages of an innovative project to achieve this goal using an online research platform. Joining forces with an influential team of collaborators has been key to Hooyman’s selection to receive the competitive NIH F32 Ruth L. Kirschstein Postdoctoral Individual National Research Service Award from the National Institute on Aging, one of the National Institutes of Health.

This fellowship award program supports research training that prepares promising postdoctoral candidates for health-related scientific research careers.

“Andrew’s career development plan is overseen by a very supportive and unique mentoring team across multiple disciplines,” says Sydney Schaefer, an assistant professor of biomedical engineering in the Fulton Schools and Hooyman’s mentor. “He curated a three-year career development plan that provides new training opportunities in big data and statistics that have direct clinical relevance for Alzheimer’s disease.”

For Hooyman, the recognition by the NIH has validated his work and his decision to pursue a career as a professor.

“This award promotes the research in a way that makes it identifiable as something that is of interest and something to keep an eye on in the future,” Hooyman says. “It’s hugely important, it’s competitive and I’m very happy and feel fortunate to be where I am today because of it.”

An innovative way to assess learning

Andrew Hooyman

Hooyman studies how people learn motor skills, and he brings a unique combination of expertise in neuroscience, data science and computer programming to his research.

Earlier in his education as a biokinesiology and movement neuroscience doctoral student at the University of Southern California, Hooyman developed a game as a new way to study how people learn motor skills.

In “Help Super G Explore the Solar System,” players use arrow keys on the keyboard to launch an astronaut called Super G from one planet to another. The astronaut only has so much fuel, so time is limited to get to the next planet. If players fail before reaching their goal, they start over. If they succeed, the planet puts on a fireworks show.

“We don’t tell people the best way to play; we want to see how they learn that,” Hooyman says.

His work replicated the results of a 20-year-old study that showed approximately 30% of participants were categorized as non-learners or very slow learners in a similarly simple motor skill task. He hypothesized that if he used the same game with older adults, it could present a strong indicator of whether a person will experience cognitive or functional decline a year or more later.

A new, online frontier of research

Hooyman’s doctoral research caught Schaefer’s attention at a conference. In her work, Schaefer looks at how physical function while learning a motor skill predicts cognitive or functional decline in older adults. With their matched interests, Hooyman joined Schaefer’s lab as a postdoctoral research scholar in 2019.

A conversation between Hooyman and Schaefer during a car ride in late 2019 set Hooyman on a path to take his research to a new frontier: online.

“I remember we were driving, and I told (Schaefer), ‘I would love to run a virtual lab,’” he recalls, adding that he believes he would have much more success if he were able to do all of his research online — and make it more accessible and get more people interested in research.

Schaefer was open to the idea and encouraged him to submit it to the National Institutes of Health. That idea would become the foundation for his fellowship from the National Institute on Aging.

“That support has meant a lot in terms of being able to take that idea in that car ride and put it into a grant and formulate it in a way that the National Institute on Aging felt was meritorious,” Hooyman says.

Online-based assessments are something few other research groups are doing, but Hooyman and Schaefer are leading the way with a team of influential researchers in the field of cognition and aging.

Matt Huentelman, a professor of neurogenomics with the Translational Genomics Research Institute, is also the director of MindCrowd, an online data-collecting research project. MindCrowd looks at how lifestyle, demographics, genetics and cognitive factors are predictive of different aging variables, including dementia. Huentelman provided Hooyman his first chance to realize his dream of having an online lab.

“I didn’t even know at the time if I could do that because before that it was all done in a lab,” says Hooyman. "Whether it was foolishly or recklessly or bravely, I said, ‘Sure, we can try and do that.’ And we were actually able to do it and did it pretty effectively.”

Hooyman and Schaefer wrote a paper recently accepted by the research journal Developmental Neuropsychology that demonstrates motor tasks are performed just as well at home as in the lab (read the pre-print of the article), which has confirmed the feasibility of conducting research through an online platform such as MindCrowd.

MindCrowd includes 20,000 older adults among its participants, and it enables research teams to reach more people more quickly than a traditional lab-based study. It also offers access to additional variables not available in research conducted in a single physical lab space.

“We will be able to understand how the way people play this game relates to lifestyle factors and cultural factors within the areas they live,” Hooyman says. “It would be of interest to us in trying to determine how the risk for dementia depends on geography.”

Kevin Duff, a clinical neuropsychologist at the University of Utah, is focused on the practice effect of Hooyman’s game — how an individual’s performance changes with increased familiarity to the task — and how that predicts later cognition and function.

“The primary aim of the research is to be able to look at how the practice effect that we measure in the game predicts long-term changes in cognition,” Hooyman says. “So, one year from when they first played the game, how does their cognitive score change? How does their functional score change? And how does the practice effect predict that change?”

Hooyman and the research team are looking at ways to increase accessibility and impact of the project. Hooyman is also exploring how to translate the game into a mobile experience because many of the people he is trying to reach access the internet from their smartphones or tablets much more often than through a desktop or laptop computer. This additional aspect of the research was recently funded by the Arizona Alzheimer’s Consortium.

Hooyman and his collaborators will continue to refine the online portions of the study as well as perform in-lab assessments to improve their methodology and discover ways they can predict cognitive decline before it happens to enable effective interventions.

An excellent learning experience

While Hooyman is forging a new path for Alzheimer’s disease research, the true purpose of the Kirschstein Award is to support the multidisciplinary collaborations happening alongside that research.

“(The National Institute on Aging) likes the institution I’m at, the people I’m around and the research plan I had as well,” Hooyman says. “Everybody I have as a sponsor or co-sponsor [for this research project] is open to new ideas. They’re ready to try something interesting and see how it works.”

Duff’s specialization in practice effects is important to help Hooyman extend the reach of his game into the realm of neuropsychology, aging and dementia.

In addition to the MindCrowd platform, Huentelman also has “very interesting questions about how aging, lifestyle, genetics and cognition interact,” Hooyman says. This provides interesting opportunities to see how his game could help answer those questions.

Schaefer is one of the few biomedical engineering researchers looking at aging, motor and learning skills, and cognition together, and serves as an excellent mentor for Hooyman during this phase of his career.

“It is very beneficial for me to be able to take expertise from neuropsychology, from genetics and online research, and from motor and aging and combine this all together to formulate a career path that will make me a strong candidate as an independent investigator,” Hooyman says.

The fact that the research is innovative may have just been icing on the cake, Hooyman says.

Schaefer says Hooyman’s research strengths are in his ability to create inventive and clinically relevant research methods.

“It is innovative because it merges data science, video game programming and neuropsychology to characterize and identify learning deficits that may be associated with Alzheimer’s disease,” Schaefer says. “It is also innovative in its methodology as it engages with its participants fully remotely. Thus, it is highly amenable to advancing research during the COVID-19 pandemic.”

Monique Clement

Communications specialist, Ira A. Fulton Schools of Engineering


Scientists discover a host of reasons for the evolution of social parasites in ants

October 1, 2021

In a story that took the world by storm, a downtrodden yet cunning lower-class family infiltrates a wealthier neighborhood’s home. Then all hell breaks loose.

If this sounds like the setup of 2019’s Academy Award-winning film sensation “Parasite,” you’d be right. But it could also pass as a plot driver for one of the most diverse animal groups on earth: ants.    Diversity of life history traits in the formicine ants: (A) Members of the F. fusca group practicing independent colony foundation; (B) F. obscuripes, representing the F. integra group (Nearctic members of the paraphyletic “rufa” group), which practices dependent and temporary social parasitic colony founding; (C) F. gynocrates, representing the facultatively dulotic species of the F. sanguinea group, with a worker of its neogagates group host species, F. vinculans; (D) the highly modified worker of Polyergus mexicanus, representing the obligately dulotic formicine ants in the genera Polyergus and Rossomyrmex. All images courtesy of Alex Wild ( Download Full Image

Christian Rabeling, Arizona State University researcher and associate professor of organismal evolutionary biology, can now tell a story 30 million years in the making, of a myrmecological marvel, the evolution of social parasitism in ants.

He and his team, including colleague and former postdoctoral researcher Marek L. Borowiec, now assistant professor at the University of Idaho, and long-term friend and colleague Stefan P. Cover, safekeeper of the world’s largest ant collection at the Museum of Comparative Zoology at Harvard University, have now revealed the latest plot twists to understanding the origins and evolution of ant social parasitism.

“Identifying the conditions associated with ant life history and their transition from cooperative colony life to exploitative social parasitism is important for understanding how changes in behavior contribute to speciation,” said Rabeling, a professor in ASU’s School of Life Sciences and a core researcher in the universities’ social insect group.   

Rabeling is fascinated by social parasitism, first studying this behavior in leaf-cutter ants and now, in his latest study, one of the most diverse groups of all: Formica ants.

“So, the first question was, how did Formica ants evolve? No one had done a detailed phylogenetic analysis that looked into that,” Rabeling said.

man's portrait outside in front of tree

Christian Rabeling

First, a group of Formica ants lost their ability to form the hub of ant life — colony formation — independently. Once this ability was loss, a shift to two other more complex types of social parasitic behaviors took place.

“Here, we demonstrate that social parasites evolved from an ancestor that lost the ability to establish new colonies independently, and that highly specialized parasites can evolve from less complex social parasite syndromes,” Rabeling said.

And like most successful Hollywood movies, once a successful formula was proven, Rabeling found this same ant plotline was repeatedly borrowed, again and again.

“Social parasitism is a life history strategy that evolved at least 60 times in ants, and more than 400 socially parasitic species are known from six distantly related subfamilies,” Rabeling said. 

The study appears in the online edition of the Proceedings of the National Academy of Sciences.

The ant supergroup

Among the 14,000 different ant species to study, Rabeling chose one of the largest and most diverse groups of ants, Formica ants. There are 172 species within this supergroup (or genus), with half exhibiting social parasitic behavior, making it one of the largest on Earth.

Their first step to seeing a bigger picture of Formica social parasites was to make a global evolutionary tree to better understand the historical relationships between the species, and a window into how different species became social parasites.

To make a Formica evolutionary tree, or phylogeny, scientists look at the DNA level to make branching relationships between the Formica ant species and an understanding of the inheritance of traits that control social behavior and diversity.

To do so, Rabeling’s team collected DNA samples from 101 Formica species (representing all 10 known species groups) across a global geographic distribution and carefully calibrated these data across evolutionary time.

Rabeling’s team collected DNA samples from 101 Formica species across a global geographic distribution and carefully calibrated these data across evolutionary time. This ant supergroup was one of the most successful in the history of life, first originating in the Old World around 30 million years ago and dispersing multiple times to the New World and back.

They showed this supergroup was one of the most successful in the history of animal life, first originating in the Old World around 30 million years ago and dispersing multiple times to the New World and back as land bridges came and went.

From their analysis, they found that Formica last shared a common ancestor with its sister group, Iberoformica, around 33 million years ago and likely originated in Eurasia during the Oligocene era, after a long global cooling period.

Bad actors

The hub of ant life is the colony. Beneath the mound of a typical ant hill is a netherworld that can extend several feet deep underground in an intricate ant subway system of tubes and tunnels.

Ants are also very adaptable. They can live in trees, under boulders or entirely underground, sans hill.

The typical colony consists of one or more egg-laying queens, numerous sterile females (workers, soldiers) and, often seasonally, many winged sexual males and females. Colonies can differ in size, from rural to mega city-sized. For example, in the species F. fusca, colonies are found with only 500 workers, while the F. yessensis species has mammoth colony sizes of 300 million workers. 

Ants exhibit all sorts of social behavior that often make for apt allusions to people. Some are good: living peacefully in colonies, cooperating to find food, caring for their young and defending the nest against rival species. But others have become bad actors: raiding rival nests, zombifying other worker ants and enforcing a caste system to benefit the monarchy of an all-too-dominant queen.

There are three major classes of social parasites in ants that serve to exploit the host colony for their own gain: 1) temporary, 2) dulotic (pirate ants who steal the worker brood of other nests) and 3) permanent social parasitism.

“We were looking for an ant group where we could find all three life histories, and we found it with Formica ants,” Rabeling said.

And when they carefully annotated all of the life history data for each Formica species in a gigantic table, and lined that up with the DNA timeline of when the species first split and made new evolutionary branches from each, an important pattern began to materialize: the three major classes of social parasites evolved at distinct, yet clearly separate timepoints.

“This was a moment of clarity,” Rabeling said. "It’s like you have all these different mosaic pieces. You place one stone here, another stone there and then there’s a new observation that adds yet another piece to the mosaic. But once you put in the evolutionary time context, all of sudden, you can see the entire picture. It’s deeply satisfying.”

A collage of six photos of ant specimens

This picture shows the evolution of queen miniaturization in temporary social parasitic Formica ants.

Rabeling showed that temporary social parasitism evolved first, around 18 million years ago. The first key step in this process is that the queens somehow lose the ability to form colonies on their own.

So, the queens of temporary socially parasitic ant species invade the host nest, kill the resident queen(s), and the host workers raise the parasitic queen’s offspring. In the absence of an egg-laying host queen, the host workforce is gradually replaced until the colony is composed solely of the temporary social parasite species.

“Interestingly, evolutionary reversals from social parasitism to independent colony founding were not recovered, suggesting that a transition to a socially parasitic lifestyle is irreversible,” Rabeling said. 

After this main event, more recent branches (or clades) of socially parasitic species have secondarily transitioned to the other parasitic life histories, dulotic and permanent social parasitism.

In the second example, the queens of dulotic social parasites start their colony life cycle as temporary social parasites, and once sufficient parasitic workers have been reared, they conduct well-organized raids of nearby host nests to capture their brood. Some brood are eaten, but most workers hatch within the parasite’s nest and contribute to the workforce of the colony.

“They think they are right at home, so they don’t even recognize that they are in a different species’ nest,” Rabeling said.

Rabeling’s team found that dulotic behavior evolved once some time prior to approximately 14 million years ago — much later than temporary parasites. Therefore, dulotic behavior and temporary social parasitism did not evolve simultaneously in Formica, but instead dulosis evolved secondarily from a temporary socially parasitic ancestor.

“The single origin of dulotic behavior in a diverse clade of temporary social parasite species supports the hypothesis that dulosis originates only under rare circumstances,” Rabeling said. Rabeling notes that even Charles Darwin threw his hands up in the air when trying to explain one species of dulotic ant in his “On the Origin of the Species” book.

A sketch of a Formica ant by Charles Darwin

A sketch of a Formica ant by Charles Darwin.

“By what steps the instinct of F. sanguinea originated I will not pretend to conjecture,” Darwin wrote.

Rabeling marvels at this history: “It’s really beautiful that you can trace the ant question all the way back to the 'Origin of Species.'”

Since that time, three not entirely mutually exclusive hypotheses have been proposed to explain the origins of this highly specialized behavior: 1) predation, 2) brood transport and 3) territorial competition.

“Our phylogenetic results and behavioral observations indicate that the predatory behavior of temporary social parasites could lead to the evolution of facultative dulosis in Formica,” Rabeling said.  

Finally, in the last example, most permanent social parasite (i.e., inquiline) species are tolerant of the host queen, allowing her to continuously produce host workers, whereas the inquiline queens focus their reproductive effort on sexual offspring.

Rabeling explains the complex behavior as follows: “In this particular situation, you have a queen that behaves parasitically, and the queen that behaves socially. And for reason we don’t understand, the two do not integrate. So, even though they exist in the same nest, they live parallel but separate lives and end up forming two species: the host and the inquiline social parasite. This is an intriguing example of how two species evolve in direct sympatry, and their different life histories is one important factor why they do not interbreed.”

Inquilines obligately depend on their hosts, and most inquiline species lost their worker caste entirely.

The only confirmed workerless inquiline social parasite in the genus Formica is F. talbotae. However, F. talbotae is special because it does not live peacefully together with a host queen inside the host colony. It seems to specifically target host colonies that have lost their queens. This is an extremely specialized lifestyle that is only known from a couple of other ant species. 

Formica talbotae is phylogenetically nested within the difficilis clade, suggesting that worker-less permanent parasitism evolved once from an ancestor practicing temporary social parasitism,” Rabeling said. “To our knowledge this is the first empirical evidence for an evolutionary transition from temporary to workerless inquiline social parasitism.”

Best picture

For, on the evolutionary route of social parasite evolution, highly similar plots for the parasitic life history syndromes across all eusocial insects can lead to a new best picture emerging.

“Our findings emphasize that social parasite syndromes readily originate in socially polymorphic organisms and evolved convergently across the ant phylogeny,” Rabeling said.

They conclude that in the formicine genera Formica, Polyergus and Rossomyrmex, dulotic or brood-stealing social parasitism originated repeatedly and convergently. In the genus Formica, multiple transitions to increasingly more complex socially parasitic life histories evolved.

Finally, the permanent social parasites, F. reflexa and the workerless F. talbotae, evolved independently from temporary social parasitic ancestors. Rabeling hopes this knowledge will spur others to make new discoveries.

“Our study outlines the life history changes associated with the transition from a cooperative eusocial to exploitative socially parasitic life history,” Rabeling said. “Given the high diversity of social parasite species in the genus Formica, and considering the high degree of morphological and behavioral specialization, socially parasitic Formica species appear to be an ideally suited study organism for investigating caste determination and for exploring the genetic basis underlying behavioral and life history evolution.”

Coming attractions

These ant observations, gained from extensive fieldwork and studying the life history of individual species behaviors, have informed the scientific community for decades. But now, with scientific technological progress and access to low-cost DNA sequencing, for the first time, it has opened up an exciting new vista to make it possible to better link ant behavior to genes and molecules that may be playing a role behind the scenes.

“For us, this is a fantastic period right now,” Rabeling said. “Just the ability to ask these questions was probably the most exciting part of this study.”

The opportunity to produce a more holistic picture of social behavioral evolution propels and thrills Rabeling.

It has been a prime motivation for Rabeling, who once did his postdoctoral studies with famed sociobiologist E.O. Wilson. And since coming to ASU five years ago, he will continue to specialize in understanding the underpinnings of parasitic ant behavior.

Joe Caspermeyer

Manager (natural sciences), Media Relations & Strategic Communications