Free, publicly available health data
proves to be research gold mine
By Kelly Johnston, Cumming School of Medicine
It's
a popular question: What did you do over the summer? For Lubaba (Aurna) Khan,
the summer of 2018 will be one she will never forget.
It
started on a high note and ended on an even higher one. In June, Khan walked
across the stage to accept her degree as a University of Calgary Bachelor of Health Sciences graduate.
She received an O’Brien Centre
Summer Studentships award, landing a research job with Dr. Pinaki
Bose, PhD.
Then, unexpectedly, she made a discovery that could help cancer patients throughout the world.
Then, unexpectedly, she made a discovery that could help cancer patients throughout the world.
Khan
spent the summer hunched over a computer interpreting free, publicly accessible
health and genomics data.
“Bioinformatics is the new frontier of medical science,” says Khan. “I started my medical education as a biomedical student, looking at cells through a microscope, but looking at cancer biology with the assistance of a computer opens up a new way of thinking about research.”
“Bioinformatics is the new frontier of medical science,” says Khan. “I started my medical education as a biomedical student, looking at cells through a microscope, but looking at cancer biology with the assistance of a computer opens up a new way of thinking about research.”
Khan
was comparing the differences between genes found in cancer cells and those
found in normal cells. Working under the guidance of Bose, Khan learned how to
construct questions and hypotheses. It was a bumpy start.
“We
wanted to find out how immune genes in cancer cells might be associated with
immunotherapy response. There was nothing there, and we were disappointed,”
says Bose, who is an adjunct assistant professor in the departments of biochemistry and molecular biology,
and oncology,
and is a member of the Arnie
Charbonneau Cancer Institute at the Cumming School of Medicine.
“We
adjusted our focus, and discovered that another set of genes, those associated
with the extracellular matrix, had a direct connection to how cancer patients
respond to immunotherapy.”
Immunotherapy
has become a popular treatment for some cancers. It uses the body’s own immune
system to attack and kill cancer cells. The treatment is effective, but only
for a select few, around 20 to 30 per cent of patients. There is not a clear
understanding as to why some people respond better to immunotherapy than
others.
The
extracellular matrix may hold some of the answers; it grows within and around
both healthy and cancerous cells.
“We
found that genes associated with the extracellular matrix are overly produced
in patients who do not respond to immunotherapy,” says Bose, who is also the
director of translational research for the Ohlson Research Initiative. “These
genes are produced by cells surrounding the tumour, and they form a barrier
which helps cancer cells evade detection by the immune system.”
The
UCalgary team shared the discovery with researchers at the University of
Toronto who have validated the findings, now published in Nature
Communications.
“I was like, wow, I’m a student. I didn’t realize how important this was until Dr. Bose pointed out how significant this discovery could be in cancer treatment. It kind of threw me off, but I was extremely excited at the same time,” says Khan, who is a co-first author on the study.
“I was like, wow, I’m a student. I didn’t realize how important this was until Dr. Bose pointed out how significant this discovery could be in cancer treatment. It kind of threw me off, but I was extremely excited at the same time,” says Khan, who is a co-first author on the study.
The
researchers looked more deeply at their findings and discovered a gene
signature, which could lead to the development of a simple test that could help
determine which patients would benefit from immunotherapy. The next step will
be to prove the findings in a lab.
“Analyzing
big data won’t replace bench science, but it a great tool for
hypothesis-building and leading to new insights,” says Bose.
For
Khan, this experience has changed the course of her future studies. She always
planned to pursue a master’s degree in public health, and now sees a future
focused on data analysis rather than data collection.
Pinaki Bose’s
research is supported by Ohlson Research Initiative and the Charbonneau Cancer
Institute.