Related Experiment Video
Updated: May 27, 2025

Objective Nociceptive Assessment in Ventilated ICU Patients: A Feasibility Study Using Pupillometry and the Nociceptive Flexion Reflex
Published on: July 4, 2018
Photoplethysmography parameters in monitoring nociception during general anesthesia
Hua Li1, Yingying Tang2, Xiaoping Chen2
1Department of Anesthesia, The third people's hospital of Hefei,Hefei Third Clinical College, Anhui Medical University, Hefei, China.
Background:
Validated monitoring methods for evaluating the balance of nociception and anti-nociception (BNAN) are needed in general anesthesia. This study assessed six photoplethysmography (PPG) parameters, computed from finger photoplethysmographic waveforms in patients undergoing gynecological surgery under general anesthesia.
Methods:
A total of 20 participants were included, each undergoing general anesthesia with propofol and remifentanil. The same concentration of remifentanil was maintained throughout the experiment, four different intensities of electrical stimulation were administered, and the patient's fingertip PPG was meticulously recorded. PPG data were preprocessed to extract six PPG morphological parameters, and photoplethysmographic amplitude (PPGA), pulse beat interval (PBI), and surgical pleth index (SPI). Receiver operating characteristic (ROC) curves and the Area Under the Curve (AUC) were constructed and calculated to accurately measure its ability to reflect the nociceptive stimulus state. The consistency of different phase parameters at different stimulus intensities was evaluated by calculating the prediction probabilities. All results were compared with those obtained using SPI, PPGA, and PBI.
Results:
After stimulation, all parameters and SPI showed significant changes compared with those before stimulation (p = 0.000). The catacrotic phase parameters (AC and MHC) showed higher discrimination in adequate analgesia and congruence with electrical stimulation intensity than the overall phase parameters, PPGA, and anacrotic phase parameters (AC: AUC = 0.851, Pk = 0.800; MHC: AUC = 0.837, Pk = 0.792).
Conclusions:
In this study, six PPG morphological parameters were proposed and observed for the first time to effectively distinguish the occurrence of nociception. Compared with the overall phase parameters, PPGA, and anacrotic phase parameters, catacrotic phase parameters were more capable of characterizing noxious stimuli and more consistent with changes in electrical stimulation intensity.
Trial Registration:
ChiCTR2200062228; Registered at http://clinicaltrials.gov on July 30, 2022.
Related Concept Videos
Stages of General Anesthesia
General Anesthesia: Overview
General anesthesia induces unconsciousness in the whole body, while the others target specific areas or sensations. It is administered to minimize adverse effects, maintain...

