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Updated: Aug 14, 2025

An Experimental Paradigm for the Prediction of Post-Operative Pain PPOP
Published on: January 27, 2010
Predictive value of EEG-derived pain threshold index for acute postoperative pain in children
Jingjing Lv1, Jianwei Zhang1, Kan Zhang1
1Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Insights
The pain threshold index (PTI), derived from electroencephalogram (EEG), can predict acute postoperative pain in children. This novel indicator shows acceptable accuracy and consistency with the surgical pleth index (SPI).
Area of Science:
- Anesthesiology
- Pediatric Pain Management
- Neuroscience
Background:
- The pain threshold index (PTI) is a novel electroencephalogram (EEG)-derived indicator for pain recognition.
- While effective in adults, its utility in predicting acute postoperative pain in children is less established.
- This study aimed to evaluate the predictive value of PTI in pediatric patients.
Purpose of the Study:
- To investigate the prediction value of the EEG-derived pain threshold index (PTI) for acute postoperative pain in children.
- To assess the accuracy of PTI in identifying pain levels in pediatric surgical patients.
- To compare the predictive performance of PTI with other physiological indicators.
Main Methods:
- Eighty pediatric patients undergoing laparoscopic surgery were enrolled.
- Data collected included blood pressure, heart rate (HR), surgical pleth index (SPI), PTI, and EEG-derived sedative index-wavelet index (WLI).
- Postoperative pain was assessed using the Face, Legs, Activity, Cry, Consolability (FLACC) scale; receiver-operating characteristic (ROC) curve analysis was performed.
Main Results:
- The area under the curve (AUC) for PTI was 0.796 (95% CI: 0.694-0.895), indicating acceptable predictive accuracy.
- The AUC for SPI was 0.753 (95% CI: 0.632-0.874).
- The optimal cut-off values for discriminating mild from moderate to severe pain were 58 for PTI and 45 for SPI.
Conclusions:
- The pain threshold index (PTI) can predict acute postoperative pain in children with acceptable accuracy.
- Early recognition and treatment of pediatric postoperative pain can be facilitated by using PTI.
- PTI demonstrated good consistency with the surgical pleth index (SPI) in predicting pain.
Background:
Electroencephalogram (EEG)-derived pain threshold index (PTI) has been developed as a novel pain recognition indicator and has been proved to be useful in the prediction of acute postoperative pain in adults. Evidence of its usability in children is limited. The aim of this study was to investigate the prediction value of this novel pain indicator PTI for acute postoperative pain in children.
Methods:
A total of 80 patients undergoing laparoscopic surgery under general anesthesia were enrolled. Blood pressure, heart rate (HR), surgical pleth index (SPI), PTI, and EEG-derived sedative index-wavelet index (WLI) data were recorded at the end of the surgery. The postoperative pain scores Face, Legs, Activity, Cry, Consolability (FLACC) were obtained in the emergence room 5 min after the children wake up. Receiver-operating characteristic curve was performed to analyze the predictive value of PTI, SPI, HR, and mean arterial pressure (MAP). The consistency between SPI and PTI was also evaluated.
Results:
Results showed that the areas under curves (95%CI) of PTI and SPI were 0.796 (95% CI: 0.694-0.895) and 0.753 (95% CI: 0.632-0.874), respectively, with the best cut-off value of 58 and 45 to discriminate between mild and moderate to severe pain.
Conclusion:
This study suggested that PTI obtained at the end of the surgery could predict acute postoperative pain in children with an acceptable accuracy. It will help with early recognition and treatment of postoperative pain, thus reducing the pain in children. In addition, PTI had a good consistency with SPI in predicting acute postoperative pain in children.
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