Big data
Commenting on the study, Jeannie Callum, MD, professor and director of transfusion medicine at Queen’s University, Kingston, Ont., said that the use of routinely collected data from the participating hospitals’ electronic medical records was “one of the really great things about this paper.”
This use of Big Data “allows you to do a trial like this with almost 9,000 patients without spending millions and millions of dollars to have people go through charts and record data,” she added.
Dr. Callum also pointed out some of the trial’s limitations. “One of the things that kind of detracts from the study in my mind is that they randomized everybody that was getting a transfusion, but outpatients getting a transfusion have a very low mortality rate. So, you have a group of patients that are never going to have that endpoint being included in the study, and that might’ve diluted the findings.”
About 11.4% of participants received blood from a donor group other than the one to which they had been assigned, and this factor may further dilute the findings, said Dr. Callum. “That’s a difficult thing to avoid.” She noted that a trial in which she is collaborating, called Sex Matters, may answer some of these questions about the use of female versus male donor blood.
The investigators also noted that the findings may not be generalizable to other countries. “Just because we didn’t find something in Canada with our blood production system doesn’t mean that the United States might not find it different, because how they manufacture their red blood cells for transfusion is different than how we do them in Canada,” said Dr. Callum.
Nonetheless, this study shows the potential of using Big Data in medicine. “This is the future of large randomized clinical trials to quickly answer questions,” said Dr. Callum. “In the United States, Canada, and other countries that have these large electronic medical records systems, this kind of trial would be able to be done in other centers.”
The study was funded by the Canadian Institutes of Health Research. Dr. Fergusson and Dr. Callum disclosed no relevant financial relationships.
A version of this article first appeared on Medscape.com.
