Brain function investigator gains critical statistical knowledge during SC CTSI short course

SC CTSI program helps early-career researchers sharpen grant-proposal and statistical-analysis skills

By John Tibbetts — September 03, 2024

Could studying the human eye help scientists diagnose ailments of the aging brain? To answer this question, Andy Jeesu Kim, PhD, a neuropsychologist and postdoctoral scholar in gerontology at the USC Leonard Davis School of Gerontology, is employing eye tracking technology, MRI scans and other methods to test brain function in older people. His goal is to spot early markers and progression of neurodegenerative diseases such as Alzheimer’s by identifying subtle declines in eye movement speed during problem-solving tests.

But to understand such cognitive changes, Kim needed a deeper knowledge of comprehensive research design, advanced statistical analysis and biostatistician mentoring.

“I realized I didn’t have all of the statistical training I wanted,” he said.

To advance his statistical skills, Kim applied for an invitation-only training program, “Developing your Grant Proposal: Biostatistics and Research Design Principles,” offered in January 2024 by the Southern California Clinical and Translational Science Institute Biostatistics, Epidemiology, and Research Design (SC CTSI BERD) core.

Brain function investigator gains critical statistical knowledge during SC CTSI short course


The six-month program consists of biweekly short modules with a workshop component involving fellow trainees, focusing on developing a document such as a grant draft or research protocol. Kim was the only non-clinician in his cohort.

In Kim’s research experiments, participants look at a computer screen and perform tasks such as identifying shapes.

“As people grow older, performing these tasks becomes slower, and you make more mistakes in identifications,” he said.

Participants’ eye movements could provide clues to disruption in the brain’s locus coeruleus. This part of the brain stem produces norepinephrine, a neurotransmitter. Damage to the locus coeruleus is implicated in depression, cognitive difficulties, Alzheimer’s and other kinds of dementia.

“Dysfunctions of locus coeruleus can directly impact the timing of problem-solving,” said Kim. “By identifying a 10-millisecond difference in speed, we can say whether your brain is getting slower.”

The SC CTSI course allowed Kim to work through many study-design options for longitudinal clinical trials in Kim’s neuropsychological research.

“Should we blind the participants? Should the experimenter be blinded? Should it be a double-blind clinical trial? Should we have our intervention within subjects or between subjects? All factors are analyzed through statistics as we decide which design to use,” added Kim.

In the short course, Kim and other trainees developed a specific, testable set of research questions and aim; identified a funding mechanism and created a corresponding tailored proposal; determined the best study design and method of analysis; explained methodological considerations, including the management and analysis of data; anticipated and responded to common pitfalls made in a grant application; and effectively wrote and presented preliminary results.

Trainees learned the importance of consulting with a statistician early in the research process to ensure a successful study design plan. Errors in research design are the most common flaw in submitted manuscripts, resulting in rejection.

“I can see now why it’s necessary to partner with the CTSI or other statisticians you have access to,” said Kim. “In major grants, senior investigators always have a statistician on the team.”

When Kim began the training program, he was already working on a K99/R00 BERD grant proposal and knew he needed more grant-writing guidance.

These grants support new NIH-supported, independent investigators, facilitating a transition of postdoctoral researchers or clinician-scientists from mentored research positions to independent, tenure-track or equivalent faculty positions.

Wendy Mack, PhD, director of the BERD core, was Kim’s training program mentor, helping him identify and recruit a research team, assist with crucial sections of the grant and other guidance.

Kim also met with his faculty mentor, Trevor Pickering, PhD, a biostatistician faculty member with SC CTSI, between biweekly sessions.

“We would talk about broad concepts in the cohort sessions,” Kim said. “In discussions with my mentor, I could apply those broad concepts directly to my grant proposal.”

Workshops with fellow trainees helped sharpen his writing, giving him feedback to improve his skills.

“I was proposing my ideas to people who aren’t in my field and using language unfamiliar to them,” Kim said. “I needed more practice writing for a broader audience.”

The training also provided invaluable practical information about presenting his approach to expert reviewers.

“I would write something that I thought would be sufficient, but my mentors would tell me that I had to provide more information,” Kim said. “I learned how to say what I want to say in a way that the grant agency needs to receive it.”

NIH Funding Acknowledgment: Important - All publications resulting from the utilization of SC CTSI resources are required to credit the SC CTSI grant by including the NIH funding acknowledgment and must comply with the NIH Public Access Policy.