The brain activities in goal-directed learning: Meet Sophia Liang

By Vina Putra

Sophia is a PhD candidate in the School of Psychology, UNSW. Her research looks into how the brain learns to perform specific actions in order to produce certain outcomes, otherwise known as goal-directed behaviour. In particular, she studies the activity of different parts of the brain to understand their role in the action-outcome learning process. Understanding the communication within the brain during this process could be the first step towards improving learning ability and addressing the learning challenges commonly seen in our aging population, especially those with dementia.

Sophia is a PhD candidate in the School of Psychology, where she studies the brain activities in learning

Throughout life, we continuously learn new things that help us achieve our goals or simply to just get things done. For example, learning to drive a car, opening a push/pull door, or operating a machine. These are known as goal-directed behaviour – when we perform action that results in desired outcome, the action-outcome relationship. While much is known about how our brain understands the action-outcome relationship after long periods of time (Matamales et al., 2020), Sophia’s work focuses on the very early stages of this learning and the areas of the brain that receives this action-outcome relationship way before it is retrieved by other regions of the brain. 

Without realising, humans learn action-outcome relationships every day. This learning consists of three main stages: 1) acquisition when we first learn the information, 2) consolidation when we remember that learning, and 3) retrieval, when we retrieve that memory so that we can perform the learned behaviour. In her research, Sophia has shown that early in the acquisition stage, the prelimbic cortex is the region responsible for how we learn that action produces an outcome. Later on, she explores another region called the dorsal hippocampus which is important in acquiring contextual information – that is, the dorsal hippocampus helps us know where it is appropriate to perform or apply those relationships. While the two regions are responsible for similar functions, they are, however, not connected at all directly in the brain. Sophia’s work investigates the possible pathways or how communication occurs between the two regions in mediating learning.

Unfortunately, in the aging population, the ability to learn action-outcome relationships deteriorate. This can become very distressing, especially for people with dementia who begin to lose their ability to learn and retain new learning memories in every aspect of life. “Understanding how the two involved regions talk to each other means that we can then start to figure out what biological components are involved, which could be important targets in the development of therapeutic or pharmaceutical alternatives for dementia patients.”, Sophia shares the excitement for the future possibility of applying her research to clinics. This is how her research becomes the first step to improving learning in aging populations.

Sophia demonstrates how our brain might work during learning in certain situations, such as when we learn to push or pull a door. The cortex is highlighted in blue and the hippocampus is highlighted in green.

Working as an allied health professional to help others heal and improve their health has always been Sophia’s purpose. This led her into pursuing science in high school, although she admitted that she disliked biology and chemistry. For her high school exam, Sophia recalled that chemistry ended up being the subject that she performed the worst at and how it affected her overall score. The surprising twist was that among the range of allied health subjects that she wanted to do after high school such as physiotherapy, speech pathology, and occupational therapy, she also listed psychology without realising that it is a science subject. Soon in her psychology degree, she found herself enjoying the research work in behavioural neuroscience, studying various drugs’ effects on nervous systems, the modulation of pathways and behaviour – being immersed in more biology and chemistry than ever before.

In her second-year undergraduate study, Sophia received the UNSW Summer Science Vacation Scholarship which allowed her to experience research in social psychology early on. Under the mentorship of Professor Lisa Williams, Sophia worked on a collaborative project with the Red Cross Blood Donation Centre where she investigated how emotions shape the experience of first-time blood donors and influence their return rate for future donation (Williams et al., 2018).

Sophia’s journey to her current research started from her fascination with the possibility in manipulating the brain. When she joined Prof. Bernard Balleine’s lab as an honour’s student, Sophia learned the techniques of turning on/off specific regions in the brain. This process typically involves injecting a virus that causes the brain to express certain receptor proteins that can later be activated by a specific drug. When the virus is injected into specific brain regions, the virus makes receptors multiply, and the receptors will only be activated with a certain drug – clozapine (commonly used) – injected at a certain timepoint, resulting in brain regions turning on/off. This then translates to changes in behaviour that can be monitored to support the relevant hypothesis.

Sophia (second from left) and her team working with an animal model in the lab

Going back to her honour’s year, Sophia was looking to turning on the region called the orbitofrontal cortex, hypothesised to be involved in learning some actions that produce no outcome. The increased activity of this region is shown in patients with obsessive-compulsive disorder (OCD) where they compulsively perform actions even though they learn no outcomes would appear (Ursu & Carter, 2009). Sophia used animal models and train them on action-outcome relationships for a period of time before removing the outcome. She then observed whether animals with increased activity in the orbitofrontal cortex would still perform the actions, even if they get no reward. Sophia then continued working as a research assistant in Prof. Bailleine’s lab, working on a project that closely links to her now PhD research. Using the same virus-mediated brain manipulation technique in rats, she turned off the dorsal hippocampus region and trained those rats on action-outcome relationships to study the pathways in goal-directed learning.

Sophia (top row, second from left) enjoys playing OzTag with her team

Sophia enjoys many things that come with being a PhD candidate such as teaching undergraduate psychology courses, mentoring honours students, and seeing new findings emerge from her experiments. Apart from science, Sophia also loves history, and she always finds the chance to visit museums and historical sites wherever she travels, to learn about the different stories and the people of that area. She also enjoys watching movies and playing OzTag – her favourite ways to have a break and have fun.

As a champion, Sophia’s advice to young women who would like to pursue science is, “Don’t doubt yourself! Even if you don’t do well in science in school, it should not stop you from having career goals in science. The important thing is if you are passionate about something, go for it because you will adapt, learn, and grow.”

Follow Sophia on Twitter @SophiaLiang_

Your science in one minute! Can you do it?

By Vina Putra, Wanutcha (Soon) Lorpaiboon and Inna Osmolovsky

On June 24th, our champions had a chance to test their storytelling abilities, by participating in the 1 Minute Thesis Showcase. The challenge is to tell about your research in 1 minute. Vina, Soon and Inna share their experiences from this event.

All the winners of the 1-MT showcase

Soon:

Every story has a beginning, a middle, and an end. The level of detail given to each of the three parts depends on how much time one has.

The 1 Minute Thesis Showcase (1-MT hereafter) is a stage for postgraduate students to tell the story of their research. In which they engage for four years of their lives. Not only will these stories reach those outside our scientific niche, it is also an opportunity for us to reflect on what the true aim of our research is and what we have achieved in our journey so far.

Vina:

It takes a skill for a scientist to be able to communicate their research to the public, it takes advanced skills to do that in less than 60 seconds! This is why I appreciated the opportunity to participate in the 1-MT. It challenged my ability to present complex science in a relatable way. Knowing how hard it was to prepare and simplify my research into 1 minute speech, I was amazed by the effort of my PhD fellows, especially our champions! I was also amazed by how much I understood the complex research of other students, ranging from chemistry, marine biology, to psychology.

Here are some points that I learned from the champions’ talks that really adhered in my mind, particularly about using the slides effectively as visual cues:

Highlight the hero of your research:

Caitlin Tedesco, successfully talked about looking at changes in the BRAIN during weight loss surgery and how we may be able to use them in less invasive, alternatives; Divya Shah successfully told us the story about the danger of dinitrophenol despite being popular as a weight loss drug, and how her research is seeking to solve that problem. These champions displayed on their slides simply the heroes – the subject that they are investigating, nothing more.

Caitlin’s slide – how the brain plays a role in gastric bypass surgeries

Unlimited creativity with drawn illustration:

Our champions, Inna Osmolovsky talked precisely about plants ability to move in different directions, with the help of her hand-drawn plants illustration as well as the fun fact that plants do migrate at the rate of 6 km/decade in response to climate change; Daniela Wilner talked about sexual and asexual reproduction in stick insects, and why and how this ability could shape the world, through her simple model organism – the female stick insect.

Inna’s slide – plants are on the move in response to climate change

Create a scene and tell a story:

Sonia Goozee brought us to a battlefield between white fat vs. brown fat. Telling us about their role in obesity. Explaining how the immune cell associated with brown fat cells makes them much better in preventing obesity; Wanutcha (Soon) Lorpaiboon took us on a time travel journey  to the past. She showed how perfluoroalkyl substances have accumulated and are now present everywhere, even our body! Through computational modelling, she attempts to discover better ways to degrade these substances.

Soon’s slide – computer models could help combat the PFA’s from our pizza boxes

Inna:

The 1-MT was an opportunity to not only tell the story of your research, but to also learn about the research projects of others. Listening to the stories of my fellow scientists inspired me to think about my own research in a new way. I was also fortunate to get a glimpse into how scientists are working tirelessly to improve our lives.

I have learnt from Merryn how breath analysis could help us detect cancerous tumors in our lungs:

Merryn’s slide – breath analysis can captures tumor related molecules, like a net

Karen explained that the success of invasive species lies in their ability to escape natural enemies, which are not present in the new environments:

Karen’s slide – the worst of Australia’s invasive species

Sujlesh told us about the important difference between the mirror opposites of the same molecule. Explaining about the methods she develops to produce only one of them;

Suji’s slide – mirror images sometimes mean vast differences, like the odor molecules of lemons and oranges

And from Sophia’s talk, I discovered how our the prelimbic cortex in our brains helps us learn new movements and transform them into habits:

Sophia’s slide – how the brain helps us learn that this is a push-door

Science is sometimes viewed as grey, emotionless and boring. However, this showcase proved again how creative, diverse and exciting science actually is.

Soon:

When approaching the 1-MT, it may seem daunting. So many worries will pass through our minds: “I have one chance to deliver the 1-MT this year”; ” Someone will hold a stopwatch to my words”; “There will be hundreds of people in the audience”; “So much to talk about and so little time”; “Will I forget my script?”.

I find comfort knowing that, in any task we do, how we perform in any given instance is not as important as how we will improve for next time.

Congratulations to our champions and all the participants and winners in the 22’ research showcase!

Best overall 1-MT winners. From left to right, Merryn Baker, Katarina Kikas, and Sophia Liang

Come support these three amazing scientists in the 3-minute thesis on August 31st, 2022.