journal article·2026-01-31Open access

Objective Assessment of Procedural Pain and Recovery in Preterm Infants Using Time–Frequency Analysis of Electroencephalography

Nusreena Hohsoh, Osuke Iwata, Tomoko Suzuki, Chinami Hanai, Ming Huang, Shinji Saitoh, Kiyoko Yokoyama

Applied Sciences· Volume 16· Issue 3

Abstract

Background: Pain management for preterm infants has emerged as a key intervention aimed at enhancing their developmental trajectories. However, little is known regarding the response and recovery of the neonatal brain following procedural pain. This study examined the temporal dynamics of electroencephalography (EEG) power in preterm infants during and up to 30 min after procedural pain. Methods: fifty-seven datasets were collected from preterm infants (mean gestational age 32.5 ± 3.3 weeks). We computed Time–Frequency analysis for EEG power and EEG power ratio relative to baseline across eight EEG channels in the low delta (1–2 Hz), high delta (2–4 Hz), theta (4–8 Hz), alpha (8–16 Hz), and beta (16–20 Hz) during the procedure, immediately after, and at intervals up to 30 min post-procedure. Results: EEG power increased significantly in all channels and frequency bands during the procedure compared to baseline (p < 0.05), declined immediately after but remained above baseline (p < 0.05), and recovered to near-baseline levels by four minutes post-procedure (p > 0.05), except for alpha and beta power at C3 and C4, which were lower than baseline (p < 0.05). The EEG power ratio at the frontal, occipital, and temporal showed the greatest power changes in the beta. The C3 and C4 exhibited the most prominent relative changes in the low delta. Conclusion: the preterm brain exhibits widespread responses to procedural pain and recovers gradually, not returning to the resting state for at least four minutes after a painful procedure. These results underscore the potential benefit of quantifying the time-integral of EEG power, rather than its peak intensity, when developing a biosensor for procedural pain using neonatal EEG.
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Research context

OpenAlex topics: Pediatric Pain Management Techniques · Neonatal and fetal brain pathology · Infant Development and Preterm Care

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Graduate School of Design and Architecture, Nagoya City University, Nagoya 464-0083, Japan

Center for Human Development and Family Science, Department of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences, Nagoya 467-8601, Japan

Shenzhen Institute of Advance Technology, Chinese Academy of Sciences, Shenzhen 518055, China

Graduate School of Data Science, Nagoya City University, Nagoya 467-8501, Japan

Funding

JSPS KAKENHI · Japan Science and Technology Agency · Grant-in-Aid for Research in Nagoya City University · Japanese Ministry of Education, Culture, Sports, Science and Technology

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