Surgical Critical Care Initiative (SC2i) Tissue and Data Acquisition Protocol (TDAP) in Burn Patients Improving the Robustness and Generalizability of Post-burn Sepsis Prediction With the Post-Burn Sepsis Digital Twin. Group 1

Surgical Critical Care Initiative (SC2i) Tissue and Data Acquisition Protocol (TDAP) in Burn Patients Improving the Robustness and Generalizability of Post-burn Sepsis Prediction With the Post-Burn Sepsis Digital Twin. Group 1

This study is following adult patients with serious burn injuries to better understand how their bodies respond to treatment and recovery. Researchers will collect small amounts of blood and tissue samples, along with information already recorded in the medical record, such as vital signs, lab results, and details of surgeries or complications. The goal is to identify patterns that may help predict who is at higher risk for infections or other problems after a burn injury. This information could lead to new tools, including computer-based models, to improve burn care and outcomes in the future. Participation involves providing samples and allowing researchers to review medical records during the hospital stay and up to one year after discharge.

This is a prospective observational study of adult patients with significant burn injuries. The purpose is to understand the body responses to significant burns, treatment, and recovery and to identify factors that predict complications like infection or sepsis. By studying patterns in clinical information, blood, and tissue samples to develop computer-based models intended to improve diagnosis and guide future treatments.

Eligible participants are males and females between 18 and 80 years old with burn injuries involving more than 10% of their total body surface area (TBSA) who require care in a critical care or emergency setting at an SC2i-member facility (e.g., Emory, Grady, USF, USAISR). All participants or their Legally Authorized Representatives (LARs) must provide informed consent. About 40 patients are expected to participate.

Inclusion Criteria:

• Burn Injury >10% TBSA with who have a recognized concurrent or impending risk for clinical decompensation.
• Male and female ages 18 years and older (maximum age of 80 years old) with burn injury or related illness requiring surgical care or treatment in a critical care or emergency setting who are being cared for at an SC2i-member clinical care facility (Emory/Grady, USF and USAISR) will be considered for study.
• Ability to understand the purposes and risks of the study and to provide informed consent, either through written documentation or in accordance with the IRB-approved Waiver of Documentation of Consent procedures. In the case of incapacitated patients, a willing Legally Authorized Representative (LAR) may provide informed consent in accordance with written documentation or under the provisions of the approved Waiver of Documentation of Consent.

Exclusion Criteria:

• Any condition that, in the opinion of the attending physician, would place the patient or volunteer subject at undue risk by participating. Specific conditions include but are not limited to anemia prohibitive of phlebotomy, or technical considerations that would prevent acquisition of sufficient tissue for clinical use.
• Pregnant patients
• Minors < 18 years of age
• Prisoners