DATA SCIENTISTS FIND CONNECTIONS BETWEEN BIRTH MONTH AND HEALTH
Columbia University
scientists have developed a computational method to investigate the
relationship between birth month and disease risk. The researchers used this
algorithm to examine New York City medical databases and found 55 diseases that
correlated with the season of birth. Overall, the study indicated people born
in May had the lowest disease risk, and those born in October the highest. The
study was published in the Journal of American Medical
Informatics Association
"This data could help scientists uncover new disease
risk factors," said study senior author Nicholas Tatonetti, PhD, an
assistant professor of biomedical informatics at Columbia University Medical
Center (CUMC) and Columbia's Data Science Institute. The researchers plan to
replicate their study with data from several other locations in the U.S. and
abroad to see how results vary with the change of seasons and environmental
factors in those places. By identifying what's causing disease disparities by
birth month, the researchers hope to figure out how they might close the gap.
Earlier research on individual diseases such as ADHD and
asthma suggested a connection between birth season and incidence, but no
large-scale studies had been undertaken. This motivated Columbia's scientists
to compare 1,688 diseases against the birth dates and medical histories of 1.7
million patients treated at NewYork-Presbyterian Hospital/CUMC between 1985 and
2013.
The study ruled out more than 1,600 associations and
confirmed 39 links previously reported in the medical literature. The
researchers also uncovered 16 new associations, including nine types of heart
disease, the leading cause of death in the United States. The researchers
performed statistical tests to check that the 55 diseases for which they found
associations did not arise by chance.
"It's important not to get overly nervous about these
results because even though we found significant associations the overall
disease risk is not that great," notes Dr. Tatonetti. "The risk
related to birth month is relatively minor when compared to more influential
variables like diet and exercise."
The new data are consistent with previous research on
individual diseases. For example, the study authors found that asthma risk is
greatest for July and October babies. An earlier Danish study on the disease found
that the peak risk was in the months (May and August) when Denmark's sunlight
levels are similar to New York's in the July and October period.
For ADHD, the Columbia data suggest that around one in 675
occurrences could relate to being born in New York in November. This result
matches a Swedish study showing peak rates of ADHD in November babies.
The researchers also found a relationship between birth
month and nine types of heart disease, with people born in March facing the
highest risk for atrial fibrillation, congestive heart failure, and mitral
valve disorder. One in 40 atrial fibrillation cases may relate to seasonal
effects for a March birth. A previous study using Austrian and Danish patient
records found that those born in months with higher heart disease rates--March
through June--had shorter life spans.
"Faster computers and electronic health records are
accelerating the pace of discovery," said the study's lead author, Mary
Regina Boland, a graduate student at Columbia. "We are working to help
doctors solve important clinical problems using this new wealth of data."
Comments
Post a Comment