Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Nociception01:44

Nociception

28.4K
Nociception—the ability to feel pain—is essential for an organism’s survival and overall well-being. Noxious stimuli such as piercing pain from a sharp object, heat from an open flame, or contact with corrosive chemicals are first detected by sensory receptors, called nociceptors, located on nerve endings. Nociceptors express ion channels that convert noxious stimuli into electrical signals. When these signals reach the brain via sensory neurons, they are perceived as pain.
28.4K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

A Quantitative Assessment of the Effects of Motivation on Autonomic Cardiorespiratory Activity in Challenging Listening Conditions.

Studies in health technology and informatics·2026
Same author

Electroencephalographic Monitoring in the Recovery Room for Identification of Patients at Risk for Postoperative Delirium.

Anesthesiology·2026
Same author

Novel EEG-based signatures of brain connectivity for imagined speech.

Computers in biology and medicine·2026
Same author

An integrative psychophysiological approach for emotional assessment in outdoor urban settings.

Frontiers in psychology·2026
Same author

Artificial intelligence on opportunistic computed tomography for predicting vertebral fracture risk in women undergoing estrogen deprivation therapy for breast cancer.

La Radiologia medica·2026
Same author

Time-frequency embedding with contrastive pre-training allows sub-second seizure detection.

bioRxiv : the preprint server for biology·2026

Related Experiment Video

Updated: May 5, 2026

Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery
09:38

Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery

Published on: April 14, 2016

12.6K

Monitoring surgical nociception using multisensor physiological models.

Sandya Subramanian1, Bryan Tseng2, Marcela Del Carmen3

  • 1Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA 02139.

Proceedings of the National Academy of Sciences of the United States of America
|September 24, 2024
PubMed
Summary
This summary is machine-generated.

Objective monitoring of surgical nociception (the nervous system's response to harmful stimuli) is crucial for anesthesia. This study introduces new models using autonomic nervous system activity to accurately track nociception during surgery, improving patient care.

Keywords:
anesthesiaautonomic nervous systemmultimodalpoint processsurgical nociception

More Related Videos

Objective Nociceptive Assessment in Ventilated ICU Patients: A Feasibility Study Using Pupillometry and the Nociceptive Flexion Reflex
06:04

Objective Nociceptive Assessment in Ventilated ICU Patients: A Feasibility Study Using Pupillometry and the Nociceptive Flexion Reflex

Published on: July 4, 2018

8.8K
Multi-Modal Signals for Analyzing Pain Responses to Thermal and Electrical Stimuli
09:16

Multi-Modal Signals for Analyzing Pain Responses to Thermal and Electrical Stimuli

Published on: April 5, 2019

10.6K

Related Experiment Videos

Last Updated: May 5, 2026

Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery
09:38

Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery

Published on: April 14, 2016

12.6K
Objective Nociceptive Assessment in Ventilated ICU Patients: A Feasibility Study Using Pupillometry and the Nociceptive Flexion Reflex
06:04

Objective Nociceptive Assessment in Ventilated ICU Patients: A Feasibility Study Using Pupillometry and the Nociceptive Flexion Reflex

Published on: July 4, 2018

8.8K
Multi-Modal Signals for Analyzing Pain Responses to Thermal and Electrical Stimuli
09:16

Multi-Modal Signals for Analyzing Pain Responses to Thermal and Electrical Stimuli

Published on: April 5, 2019

10.6K

Area of Science:

  • Anesthesiology
  • Neuroscience
  • Biomedical Engineering

Background:

  • Current methods for monitoring surgical nociception rely on subjective assessments of heart rate and blood pressure.
  • Objective monitoring of nociception is challenging, leading to potential intraoperative drug under- or overdosing.
  • Inefficient nociception management can result in complex postoperative pain and cognitive dysfunction, especially in elderly patients.

Purpose of the Study:

  • To develop and validate objective, multisensor-based markers for quantifying surgical nociception.
  • To improve intraoperative anesthesia care by providing accurate, real-time nociception monitoring.
  • To establish physiology-based markers derived directly from surgical data.

Main Methods:

  • Collected a comprehensive dataset of 101 surgeries, including nociceptive stimuli and administered medications.
  • Developed indices of autonomic nervous system activity using point process models of cardiac action potentials and sweat gland activity.
  • Constructed interpretable supervised and unsupervised models to quantify surgical nociception.

Main Results:

  • The developed models accurately track nociceptive stimuli during surgery.
  • The models' characterization of nociception aligns with known physiological responses to pain.
  • The new markers demonstrate higher accuracy compared to existing nociception monitors.

Conclusions:

  • This work presents a significant advancement toward objective, physiology-based markers for surgical nociception.
  • The developed markers are derived from actual surgical data, avoiding reliance on surrogate experimental models.
  • These objective markers have the potential to optimize anesthesia care and improve patient outcomes.