Related Experiment Video
Updated: Feb 12, 2026

Focused Assessment with Sonography for Trauma FAST Exam: Image Acquisition
Published on: September 22, 2023
Association Between Early Prehospital Photoplethysmography Waveform Features and Subsequent Hemodynamic Changes in
Sabrina J Schmitz1, Clifton W Callaway, Francis X Guyette
1Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Introduction:
Following an acute traumatic insult, compensatory physiological mechanisms maintain the delivery of oxygen while also influencing the shape of photoplethysmography (PPG) waveforms. Few studies have investigated the utility of PPG waveforms captured in clinical settings in identifying patients in compensated shock. We hypothesized that PPG waveform features measured early in the prehospital course in trauma patients with normal initial shock index (SI) would predict subsequent change in SI (ΔSI) and provision of life-saving interventions (LSIs).
Materials And Methods:
We conducted a secondary analysis of adult trauma patients transported from the scene of injury by a critical care air medical transport service whose initial SI measurements (during the first 7 minutes of care) were normal (≤0.8). The primary outcome variable was defined as the change in SI (ΔSI max = mean SI in the first 7 minutes of care - maximum of all subsequent SI measurements). We performed stepwise multivariable linear regression to determine the association between PPG features (mean first 7 minutes) and ΔSI max . As an exploratory analysis, we examined the association between PPG waveform features and prehospital LSIs.
Results:
We identified 1,488 adult trauma patients with interpretable PPG waveform and vital sign data with normal initial SI calculations. In adjusted analysis, beat systolic amplitude, area under the curve, and back slope independently predicted ΔSI max . Area under the curve and systolic amplitude were predictive of prehospital LSI.
Conclusions:
These data suggest that early prehospital PPG waveform features can predict subsequent hemodynamic change and LSI. This information is clinically relevant as it may guide critical prehospital and emergency department triage and treatment decisions.
Related Concept Videos
Effective Value of a Periodic Waveform
The effective value of a periodic current represents the direct current (DC) that conveys the same average power to a resistor as the periodic current itself. This concept is crucial when assessing AC circuits. To determine the...
Associative Learning
Classical conditioning, also known...
Association Areas of the Cortex
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
COPD: Pathogenesis and Clinical Features
The primary cause for the onset of COPD is cigarette smoking and exposure to air pollution. These hazardous factors initiate a chain reaction within the lungs, resulting in chronic inflammation, damage to the airways, and a...
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Somatosensory, Motor, and Association Cortex

