One-Time Blood Test Predicts Which Hospitalized COVID-19 Patients Will Grow Worse
|
By HospiMedica International staff writers Posted on 13 Nov 2022 |

A one-time test could predict which people hospitalized with COVID-19 are likely to worsen significantly during their stay, even if they were admitted with relatively mild symptoms, according to a study of more than 2,500 people. The test measures patient blood levels of a protein on the virus that causes COVID-19. High levels of the protein correlated strongly with an increased need for respiratory support five days later, regardless of the patient’s disease severity when the test was conducted, the researchers found. People whose levels were high were also likely to be hospitalized significantly longer than those with lower levels.
The findings of the study by researchers at Stanford Medicine (Stanford, CA, USA) suggest that the virus may continue to replicate in a subset of hospitalized patients, and that those patients might benefit from antiviral treatments like monoclonal antibodies or remdesivir. Such antiviral treatments are now primarily used in outpatient settings after previous clinical trials showed they did not benefit hospitalized patients. Researchers at Stanford Medicine led an international group of investigators in analyzing the results of a large, multicenter clinical trial of antiviral therapies in hospitalized COVID-19 patients called the ACTIV-3, or TICO (therapeutics for inpatients with COVID-19) trial. The ACTIV-3 trial was designed to test five antiviral drugs versus a placebo in hospitalized COVID-19 patients. Rogers and her colleagues studied more than 2,500 people hospitalized for COVID-19 at multiple locations in the U.S., Europe, Asia and Africa between August 2020 and mid-November 2021 - a period that spanned the rise of the delta variant of the virus around the globe. Few of the patients were vaccinated.
Blood samples from patients were tested at the time of their enrollment in the study for the presence of the telltale protein from the nucleocapsid, or outer covering, of the SARS-CoV-2 virus, which causes COVID-19. The researchers found that 95% of the participants had detectable levels of this protein, called the N protein. Of them, 57% had levels equal to or higher than 1,000 nanograms per liter (a nanogram is one-billionth of a gram). On average, people with levels above 1,000 ng/L were sicker at the time of sample collection than those with lower levels of N protein in their blood. At first blush, the findings may seem obvious - more virus might suggest a higher burden of infection or that the immune system is not able to control the infection. But the researchers teased out some important subtleties when they compared the relative N protein levels in 1,085 patients randomly assigned to receive a placebo treatment with their symptoms five days after sample collection. Among the 257 people in the placebo group who did not initially need oxygen, 26% of those with levels of N protein of at least 1,000 ng/L had progressed to needing oxygen five days later. That’s compared with only 6% of people who had lower levels.
The levels of viral protein also correlated with the duration of a patient’s hospital stay, the researchers found. Patients with lower levels had a median hospital stay of four days, but those with levels above 1000 ng/L were in the hospital for a median of seven days. The difference was more striking in the group requiring non-invasive ventilation or a high-flow nasal cannulas (both of which deliver more oxygen into the lungs than regular breathing). Among these patients, 42% of them with levels above 1,000 ng/L were discharged by day 28 of their hospital stay, as compared with 73% for people with lower levels. The researchers also found that, at all stages of disease severity, men in the study tended to have higher levels of the N protein in their blood than women, even after adjusting for differences in rates of hypertension, heart disease and other possible confounding factors. Devising a point-of-care version of the test that could quickly identify patients with elevated viral levels may help doctors triage their care and allow targeted enrollment into future antiviral trials targeting the SARS-CoV-2 virus, according to the researchers.
“The way we’ve been thinking about COVID-19 is that antivirals are most helpful early in disease, to stop viral replication before a person becomes really sick,” said Angela Rogers, MD, associate professor of pulmonary and critical care. “When a person is sick enough to be hospitalized, it seems that the inflammatory response to the virus causes many of their clinical symptoms. Some have suggested that it is time to stop studying antivirals in the sickest patients who are hospitalized with COVID-19. But this study suggests that a subset of patients might benefit from antiviral therapies even after hospitalization.”
Related Links:
Stanford Medicine
Latest COVID-19 News
Channels
Artificial Intelligence
view channelAI Improves Non-Contrast CT Interpretation for Time-Sensitive Stroke Assessment
Acute ischemic stroke occurs when a blood vessel in the brain becomes blocked, requiring rapid diagnosis to enable timely reperfusion therapy. Emergency departments often use computed tomography angiography... Read more
AI-Powered ECG Model Gains FDA Authorization for Emergency Cardiac Assessment
Powerful Medical’s PMcardio Queen of Hearts (ACS AI ECG Model) has received U.S. Food and Drug Administration (FDA) De Novo authorization, announced on September 15, 2026. The model is designed to identify... Read moreCritical Care
view channel
Anatomical Guidance System Improves Trauma Ultrasound Acquisition by Novice Users
Focused assessment with sonography for trauma (FAST) helps clinicians detect free fluid and signs of internal bleeding in injured patients, but obtaining reliable images can be difficult for inexperienced operators.... Read more
AI-Enhanced Handheld Ultrasound Improves Carotid Plaque Detection
Handheld ultrasound can miss small or faint carotid plaque, creating uncertainty in community screening. This gap makes it harder for frontline clinicians to decide who needs confirmatory imaging, closer... Read more
Noninvasive Imaging Approach Aims to Detect Basal Cell Carcinoma Before It Becomes Visible
Basal cell carcinoma is the most common form of skin cancer and can damage nearby structures such as the nose or eyes when it develops on the face. Diagnosis typically depends on visible skin changes,... Read moreSurgical Techniques
view channel
Handheld Device Improves Targeted Cell Collection for Early Ovarian Cancer Assessment
High-grade serous ovarian cancer is the most common form of ovarian cancer, and many cases are thought to originate in the fallopian tubes. Because precursor lesions can be microscopic, they are difficult... Read more
Light-Activated Nanoparticles May Offer New Approach to Retinal Prostheses
Retinitis pigmentosa is a degenerative retinal disorder in which photoreceptors progressively die, reducing visual signals to the brain while leaving surviving inner retinal circuits underused.... Read more
FDA Approves First Sirolimus Drug-Eluting Balloon for Coronary In-Stent Restenosis
Coronary in-stent restenosis (ISR) accounts for about 10% of the nearly one million percutaneous coronary interventions performed annually in the United States. Treating recurrent narrowing without another... Read morePatient Care
view channel
EHR Model Flags High-Risk Periods in Patients with Metastatic Breast Cancer
Determining when patients with metastatic breast cancer are nearing the end of life remains difficult, often leading to intensive interventions with limited benefit. Prognostic uncertainty can delay goals-of-care... Read more
Virtual Reality Helps Claustrophobic Patients Complete Cardiac PET/CT Scans
Anxiety and claustrophobia—intense fear of confined spaces—often prevent patients from completing cardiac positron emission tomography/computed tomography (PET/CT). Aborted scans delay diagnosis, consume... Read moreMedical Imaging
view channel
New MRI Approach Captures Rapidly Decaying Tissue Signals
MRI measures signals generated as excited proton spins return toward equilibrium. However, some tissue signals decay so rapidly that conventional systems can miss them during the brief interval after excitation,... Read more
AI Tool Integrates MRI and Ultrasound to Detect Endometriosis
Endometriosis is a chronic condition in which tissue similar to the uterine lining grows outside the uterus, causing pain, heavy bleeding, and infertility. Diagnosis often depends on surgical visualization,... Read moreHealth IT
view channel
New Tablet Platform Extends Stroke Neurorehabilitation Beyond the Clinic
Continuity and intensity of neurorehabilitation after stroke are critical for functional recovery, but access to ongoing therapy at home often remains limited. Hospitals and outpatient programs therefore... Read more
Smartphone App Improves Blood Pressure Control in Hypertension
Hypertension, or high blood pressure, is a major modifiable driver of cardiovascular, renal, and cerebrovascular morbidity. Despite effective therapies, many adults fail to achieve control, leading to... Read moreBusiness
view channel
Medtronic Receives FDA Clearance for Vessel-Sealing Instrument for Robotic Surgery
As robotic-assisted surgery expands across U.S. hospitals, teams increasingly seek energy instruments with the familiarity and performance of tools used in open and laparoscopic procedures.... Read more
Robotic Single-Port System Gains CE Mark for Transvaginal Gynecologic Procedures
Intuitive (Sunnyvale, CA, USA) announced that it has received CE mark approval for use of the da Vinci SP Single Port surgical system in transvaginal gynecologic procedures, marking the first such indication... Read more








