News Release

Gene profile in blood predicts risk of poor outcomes, death for patients with COVID-19

A previously validated blood gene profile that predicts idiopathic pulmonary fibrosis mortality was repurposed to assess the likelihood of COVID-19 survival, a USF Health-led study reports

Peer-Reviewed Publication

University of South Florida (USF Health)

Dr. Jose Herazo-Maya

image: The study's principal investigator was Jose Herazo-Maya, MD, associate professor of medicine and associate division chief of USF Health Pulmonary, Critical Care and Sleep Medicine view more 

Credit: Photo courtesy of USF Health/University of South Florida

TAMPA, Fla (June 21, 2021) -- A blood gene profile associated with a high risk of dying from a severe lung disease can also predict poor outcomes in patients with COVID-19, a multicenter retrospective study led by the University of South Florida Health (USF Health) demonstrated. The risk profile based on 50 genes could help customize how COVID-19 is treated, improve allocation of limited health care resources such as intensive care beds and ventilators, and potentially save lives.

Idiopathic pulmonary fibrosis (IPF), a disease of unknown cause, affects the lung interstitium or the space between the lung sacs and the bloodstream, leading to severe lung scarring. Severe COVID-19 can also damage the lung interstitium leading to severe lung scarring.

"Our study identified at the molecular level, a gene risk profile that predicts worse COVID-19 outcomes before the patient becomes severely ill," said principal investigator Jose Herazo-Maya, MD, an associate professor and associate chief of pulmonary, critical care and sleep medicine at the USF Health Morsani College of Medicine. "That means every patient with COVID-19 could potentially get a blood test that could tell us if they are at high or low risk of dying... And if we know in advance who will likely end up in the ICU and who will likely do well recovering at home with appropriate monitoring, we can tailor our interventions to individual patients based on their level of risk."

The USF Health study appeared online June 20 in EBioMedicine, a publication of THE LANCET. It builds upon previous genomic research by Dr. Herazo-Maya and colleagues at Yale School of Medicine. In 2017, they led an international team that studied and validated a gene expression signature in the blood that reliably forecasts the likelihood of IPF mortality. (Certain patients with lung scarring can live well for years, while others develop worsening disease and die quickly from IPF.)

As the COVID-19 pandemic unfolded, "the basic question we had was 'Can we repurpose the gene signature known to predict mortality in a fibrotic lung disease to predict mortality in those infected with a new coronavirus that can cause lung fibrosis as well?" said the EBioMedicine paper lead author Brenda Juan-Guardela, MD, assistant professor of medicine at the USF Health Morsani College of Medicine and medical director of Respiratory Care Services at Tampa General Hospital (TGH). "To the best of our knowledge, this study is the first to compare overlapping immune gene profiles in COVID-19 and IPF, which were remarkably similar."

The USF Health-led team analyzed gene expression patterns of 50 genes known to predict IPF mortality in three COVID-19 cohorts and two IPF cohorts. The researchers used a molecular scoring system to distinguish between high versus low-risk gene profiles in all five cohorts.

Among their findings:

  • In the COVID-19 validation cohorts, a 50-gene high risk profile was linked to greater risk of ICU admission, mechanical ventilation, and in-hospital death.
  • The researchers also performed single-cell, gene expression analyses and identified specific immune cells -- monocytes, neutrophils, and dendritic cells - as the primary source of gene expression changes in the high-risk, COVID-19 gene profile. This finding suggests COVID-19 and IPF may share common innate and adaptive immune responses that trigger lung scarring.
  • The 50-gene risk profile in COVID-19 can also predicts mortality in IPF at the exact same threshold.

At TGH, Dr. Herazo-Maya treats previously hospitalized COVID-19 patients who come to the Center for Advanced Lung Disease with severe lung fibrosis; some are being evaluated for lung transplantation. "Even though coronavirus cases are dropping, that doesn't mean all the patients will recover without complications," he said. "We're starting to see the damaging, long-term effects in the lungs of some COVID-19 survivors."

While more studies are needed, researchers and clinicians may soon be able to apply the gene risk profiles to help advance the care of both COVID-19 and IPF patients, Dr. Herazo-Maya said. His laboratory is currently developing a blood test, based on these genes, that can be easily applied in clinical practice to predict poor disease outcomes.

Besides outcome prediction, the identification of 50-gene risk profiles may also have significant therapeutic potentials. For example, a 10-day regimen of the steroid dexamethasone, a drug that suppresses the immune system, has been shown to increase survival of patients hospitalized with COVID-19.

Immunosuppressant drugs have been essentially discontinued for IPF treatment because they increase mortality when given at high doses and in combination over long periods, Dr. Herazo-Maya said. "But perhaps we could investigate the use of dexamethasone or a similar steroid treatment for a short period of time in a subgroup of IPF patients with a 50-gene high risk profile, using the principle of precision or personalized medicine."

The 50-gene high risk profile may also support the rationale to investigate the use of targeted IPF antifibrotic medications, which slow the rate of lung scarring, to prevent short and long-term sequelae of COVID-19, he added.


The research was supported by the Ubben Pulmonary Fibrosis Fund-USF Foundation, National Institute for Health Clinician Scientist Fellowship, Action for Pulmonary Fibrosis Mike Bray Fellowship, and the National Heart, Lung, and Blood Institute.

USF Health's mission is to envision and implement the future of health. It is the partnership of the USF Health Morsani College of Medicine, the College of Nursing, the College of Public Health, the Taneja College of Pharmacy, the School of Physical Therapy and Rehabilitation Sciences, the Biomedical Sciences Graduate and Postdoctoral Programs, and USF Health's multispecialty physicians group. The University of South Florida is a high-impact global research university dedicated to student success. Over the past 10 years, no other public university in the country has risen faster in U.S. News and World Report's national university rankings than USF. For more information, visit

Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.