UC identifies Ohioans most at risk of opiate overdose

Findings could help health officials target prevention measures

Researchers at the University of Cincinnati are helping to identify those most at risk in Ohio of overdosing on opiates.

Diego Cuadros, an assistant professor of geography in UC’s College of Arts and Sciences, said UC’s findings could help steer health policy in Ohio to help groups most at risk avoid the pitfalls of addiction.

“Treatment is important, but prevention is better. We want to reduce the use and abuse of opioids,” he said.

Cuadros runs UC’s Health Geography and Disease Modeling Laboratory, which applies geographical information, perspectives and methods to the study of health, disease and health care. His laboratory examined Ohio Health Department records from 2010 to 2017 and found that white men between the ages of 30 and 39 were most at risk of fatal overdoses. The epidemic is disproportionately affecting white men over white women in all age categories, the study found.

Opioid fatalities also affected black men ages 30 to 39 at disproportionate rates compared to the total population, the study found.

A map of Ohio has small circles highlighting areas that have higher rates of opiate overdose fatalities. They included mostly but not exclusively cities, including Toledo, Cleveland, Columbus, Cincinnati and Dayton.

UC geography researchers identified 12 opiate hot spots where the per capita rates of fatal overdoses were higher than the rest of the state between 2010 and 2017. Graphic/UC Geography

Treatment is important, but prevention is better.

Diego Cuadros, UC associate professor of geography

Likewise, UC’s analysis identified 12 clusters or hot zones across Ohio where the rate of fatal overdoses is highest. The clusters were predominantly but not exclusively in the biggest cities. These geographic areas were home to 21% of the state’s at-risk population but witnessed 40% of the opiate-related mortalities in Ohio over the eight years examined.

The study was published in the Nature journal Scientific Reports. Cuadros and his students collaborated with UC’s James L. Winkle College of Pharmacy, Oregon State University and Drexel University.

The study demonstrates UC's commitment to making a positive impact in the community as described in its strategic direction called Next Lives Here.

Diego Cuadros sits in a TV studio with other guests during the taping of a segment.

UC assistant professor Diego Cuadros, far left, takes part in a panel discussion on the opiate epidemic hosted by WKRC-Local 12. Photo/Michael Miller

Cuadros said researchers are investigating why some populations seem more susceptible to opiate addiction.

“We’re just beginning the conversation to figure out what is driving this,” he said.

Opiates are insidious because they attack the body’s ability to produce natural endorphins that make people feel better.

“Opiates desensitize natural endorphins so you don’t get the same feeling of contentment as you would otherwise from daily activities like exercise or food or fun activities. Each time you’ll need more and more opiates,” Cuadros said.

Andres Hernandez, Geography / American Association of Geographers / opioids

UC geography student Andres Hernandez was lead author of a paper in Scientific Reports that examined the opiate epidemic in Ohio. Photo/Jay Yocis/UC Creative + Brand

UC College of Pharmacy Dean Neil MacKinnon, a study co-author, serves as co-chairman of the UC/UC Health Opioid Task Force, which was established in 2017 to bring together researchers, educators, doctors and public advocates to address the epidemic.

“This study has provided valuable new insights into the opioid crisis in Ohio,” MacKinnon said. “It also demonstrates the value of interdisciplinary work as Dr. Cuadros and his colleagues from the Department of Geography made important contributions to our research team in pharmacy. I hope this is an ongoing partnership moving forward for the UC/UC Health Opioid Task Force.”

Student research

Diego Cuadros, PhD assistant professor of geography shown here at Bellievue Hill Park with the City of Cincinnati in the background. UC/Joseph Fuqua II

UC assistant professor Diego Cuadros runs UC’s Health Geography and Disease Modeling Laboratory. Photo/Joseph Fuqua II/UC Creative + Brand

UC doctoral student Andres Hernandez, the study’s lead author, said substance abuse disorders are complex, influenced by family history, economic welfare and mental health.

“For example, an individual with relatives who suffered substance abuse disorders is 10 times more likely to suffer from substance abuse,” Hernandez said.

The study identified 12 mostly urban parts of Ohio that were disproportionately affected by the epidemic. Many of these clusters were in southwest Ohio.

“This area has a history of high rates of drug consumption and illegal drug flow,” Hernandez said. “I think understanding the characteristics of the population with higher risk will result in better strategies to mitigate the epidemic.”

UC’s analysis suggests several phases of the epidemic, Cuadros said. Researchers believe the opiate epidemic began with a surge in legal prescription painkillers. Nearly 20 million Americans suffer from chronic pain that is so severe that it affects their daily activities, according to the Centers for Disease Control and Prevention.

But regulators and law enforcement began scrutinizing prescription opiates and passing laws limiting refills or reducing dosages. Some doctors were prosecuted.

Tracking overdose trends

In the absence of easy access to prescription opiates, some people turned to illicit opiates, particularly heroin, which was comparatively cheap and readily available.

“And now this latest phase has seen the rise of fentanyl in the opioid epidemic,” Cuadros said.

Fentanyl is a synthetic opioid that is 50 to 100 times more powerful than morphine. It’s often added to heroin or other illicit drugs. Because of its potency, the risk of a fatal overdose is higher.

“It’s more potent than other prescription opioids. And it seems to be cheaper to produce and distribute. So we’re getting a new element in the epidemic,” Cuadros said.

Cuadros said he would like to expand the analysis nationwide using data provided by the CDC. Negotiating access to these records can be tricky because federal health privacy laws cover even the deceased.

“If not nationwide, we’d like to conduct the same analysis for Kentucky and West Virginia, the epicenter of the opioid epidemic. It’s a regional problem. So it’s important knowing what’s going on,” Cuadros said.

Featured image at top: UC associate professor Diego Cuadros is studying opiate addiction across Ohio. Photo/Joseph Fuqua II/UC Creative + Brand

Diego Cuadros, PhD assistant professor of geography shown here at Bellievue Hill Park with the City of Cincinnati in the background. UC/Joseph Fuqua II

UC assistant professor Diego Cuadros uses geography tools to study epidemics around the world. Photo/Joseph Fuqua II/UC Creative + Brand

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