Related Experiment Video
Updated: May 28, 2026

A Data-Driven Approach to Quantifying Immune States in Sepsis
Published on: February 7, 2025
Cumulative Vulnerability in Cardiac Critical Care: A Framework for Understanding Healthcare-Associated Infections and
Daniela Mirela Vîrtosu1,2,3, Angela Dragomir2, Simina Crișan2,3,4
1Doctoral School, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Insights
Healthcare-associated infections (HAIs) in coronary care units (CCUs) increase with cumulative patient vulnerability and care exposure. A simple framework helps identify at-risk patients for early intervention.
Area of Science:
- Critical Care Medicine
- Infectious Disease Epidemiology
- Cardiology
Background:
- Healthcare-associated infections (HAIs) are a significant concern in coronary care units (CCUs).
- Patient vulnerability and care exposure interact to influence infection risk in CCUs.
- Early identification of patients at risk for severe infectious complications and sepsis is crucial.
Purpose of the Study:
- To evaluate a cumulative framework for describing HAI patterns in CCUs.
- To determine if this framework can aid in early identification of high-risk patients.
- To explore the association between cumulative vulnerability and HAI occurrence.
Main Methods:
- Retrospective cohort study of 870 adult CCU patients.
- A four-component cumulative framework (reduced ejection fraction, diabetes, urinary catheter, prolonged stay).
- Analysis of HAI occurrence (CDC/NHSN criteria) across cumulative burden levels.
Main Results:
- HAI occurrence showed a significant stepwise increase with higher cumulative framework scores (p < 0.001).
- A disproportionate number of infections occurred in patients with higher cumulative vulnerability.
- A graded association was observed between cumulative burden and infection rates.
Conclusions:
- HAI occurrence in CCUs is linked to accumulated biological vulnerability and care exposure.
- A simple cumulative framework may facilitate early risk identification for preventive measures.
- This approach can enhance awareness of severe infections in cardiac critical care settings.
Abstract:
Background and Objectives: Healthcare-associated infections (HAIs) remain a relevant complication in coronary care units (CCUs), particularly among patients with cardiac dysfunction requiring invasive monitoring and prolonged hospitalization. In this setting, infection occurrence may reflect the cumulative interaction between baseline biological vulnerability and care-related exposure. This study aimed to explore whether a simple cumulative framework integrating these components can describe patterns of HAI occurrence and support early identification of patients at risk for severe infectious complications and sepsis. Materials and Methods: The retrospective cohort study included 870 consecutive adult patients admitted to a tertiary-care CCU. A four-component cumulative framework was constructed using reduced left ventricular ejection fraction (LVEF < 40%), diabetes mellitus, urinary catheterization, and CCU length of stay > 5 days. Each component contributed one point (range 0-4). HAIs were defined according to CDC/NHSN criteria and required microbiological confirmation. Associations between cumulative burden and infection occurrence were assessed using trend analysis and exploratory modeling. Results: HAI occurrence increased progressively across cumulative framework levels, demonstrating a stepwise pattern from low to higher vulnerability strata (p for trend < 0.001). A substantial proportion of infections clustered in patients with higher cumulative values, despite representing a minority of the cohort. Increasing cumulative burden was accompanied by higher observed infection occurrence, supporting a graded association between cumulative vulnerability and infection occurrence. Conclusions: In CCU patients, HAI occurrence appears to reflect the accumulation of biological vulnerability and care-related exposure during hospitalization. A simple cumulative framework may support early identification of patients requiring closer preventive attention and contribute to improved awareness of severe infectious complications in cardiac critical care. Prospective validation is warranted.
Related Concept Videos
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Healthcare Associated Infections I: Iatrogenic, Exogenic and Endogenic
HAIs significantly increase the cost of health care. Extended stays in healthcare institutions, increased disability, increased costs of medications, including specialized antibiotics, and prolonged recovery times add to the patient's expenses and the healthcare institution and funding bodies. Common...
Endocarditis I: Introduction
Pneumonia III: Complications and Assessment
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin create...
Infection
The chain begins with pathogens: bacteria, viruses, fungi, prions, or parasites such as protozoa helminths. These can be present on the skin as transient or resident flora, or they can be acquired from the environment. Identifying and treating the type of infection and...
