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Subramanian S, Tseng B, del Carmen M, Goodman A, Dahl DM, Barbieri R, Brown EN. Monitoring surgical nociception using multisensor physiological models. Proc Natl Acad Sci U S A 2024; 121:e2319316121. [PMID: 39316050 PMCID: PMC11459174 DOI: 10.1073/pnas.2319316121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 06/30/2024] [Indexed: 09/25/2024] Open
Abstract
Monitoring nociception, the flow of information associated with harmful stimuli through the nervous system even during unconsciousness, is critical for proper anesthesia care during surgery. Currently, this is done by tracking heart rate and blood pressure by eye. Monitoring objectively a patient's nociceptive state remains a challenge, causing drugs to often be over- or underdosed intraoperatively. Inefficient management of surgical nociception may lead to more complex postoperative pain management and side effects such as postoperative cognitive dysfunction, particularly in elderly patients. We collected a comprehensive and multisensor prospective observational dataset focused on surgical nociception (101 surgeries, 18,582 min, and 49,878 nociceptive stimuli), including annotations of all nociceptive stimuli occurring during surgery and medications administered. Using this dataset, we developed indices of autonomic nervous system activity based on physiologically and statistically rigorous point process representations of cardiac action potentials and sweat gland activity. Next, we constructed highly interpretable supervised and unsupervised models with appropriate inductive biases that quantify surgical nociception throughout surgery. Our models track nociceptive stimuli more accurately than existing nociception monitors. We also demonstrate that the characterizing signature of nociception learned by our models resembles the known physiology of the response to pain. Our work represents an important step toward objective multisensor physiology-based markers of surgical nociception. These markers are derived from an in-depth characterization of nociception as measured during surgery itself rather than using other experimental models as surrogates for surgical nociception.
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Affiliation(s)
- Sandya Subramanian
- Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA02139
| | - Bryan Tseng
- Picower Institute of Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA02139
| | | | | | | | - Riccardo Barbieri
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy20133
| | - Emery N. Brown
- Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA02139
- Picower Institute of Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA02139
- Massachusetts General Hospital, Boston, MA02114
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Zhang J, Cheng Z, Tian Y, Weng L, Zhang Y, Yang X, Schäfer MKE, Guo Q, Huang C. Cerebral Tissue Oxygen Saturation Correlates with Emergence from Propofol-Remifentanil Anesthesia: An Observational Cohort Study. J Clin Med 2022; 11:jcm11164878. [PMID: 36013112 PMCID: PMC9410034 DOI: 10.3390/jcm11164878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 08/01/2022] [Accepted: 08/16/2022] [Indexed: 11/16/2022] Open
Abstract
Anesthesia emergence is accompanied by changes in cerebral circulation. It is unknown whether cerebral tissue oxygen saturation (SctO2) could be an indicator of emergence. Changes in SctO2, bispectral index (BIS), mean arterial pressure (MAP), and heart rate (HR) were evaluated during the emergence from propofol-remifentanil anesthesia. At the time of cessation of anesthetic delivery, SctO2, BIS, MAP, and HR values were recorded as baseline. The changes of these parameters from the baseline were recorded as Δ SctO2, Δ BIS, Δ MAP, and Δ HR. The behavioral signs (body movement, coughing, or eye opening) and response to commands (indicating regaining of consciousness) were used to define emergence states. Prediction probability (Pk) was used to examine the accuracy of SctO2, BIS, MAP, and HR as indicators of emergence. SctO2 showed an abrupt and distinctive increase when appearing behavioral signs. BIS, MAP, and HR, also increased but with a large inter-individual variability. Pk value of Δ SctO2 was 0.97 to predict the appearance behavioral signs from 2 min before that, which was much higher than the Pk values of Δ BIS (0.81), Δ MAP (0.71) and Δ HR (0.87). The regaining of consciousness was associated with a further increase in the SctO2 value.
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Affiliation(s)
- Jianxi Zhang
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha 410008, China
| | - Zhigang Cheng
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha 410008, China
| | - Ying Tian
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha 410008, China
| | - Lili Weng
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha 410008, China
| | - Yiying Zhang
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha 410008, China
| | - Xin Yang
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha 410008, China
| | - Michael K. E. Schäfer
- Department of Anesthesiology, University Medical Center, Johannes Gutenberg-University Mainz, 55122 Mainz, Germany
- Focus Program Translational Neurosciences (FTN), Research Center of Immunotherapy, Johannes Gutenberg-University Mainz, 55122 Mainz, Germany
| | - Qulian Guo
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha 410008, China
| | - Changsheng Huang
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha 410008, China
- Correspondence: ; Tel./Fax: +86-731-84327413
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Walas W, Halaba Z, Latka-Grot J, Piotrowski A. Available Instruments to Assess Pain in Infants. Neoreviews 2021; 22:e644-e652. [PMID: 34599062 DOI: 10.1542/neo.22-10-e644] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Pain assessment in newborns and infants is challenging for clinicians. Although behavioral and behavioral-physiological scales are validated pain assessment instruments, their use in this age group has significant limitations. In this review, we summarize the methods currently available for assessing pain in neonates and infants. It is possible that these pain detection methods are also useful for assessing the quality of anesthesia and analgosedation in these populations. Further research should be aimed at confirming the usefulness of these tools in infants and identifying additional pain assessment options for clinical practice.
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Affiliation(s)
- Wojciech Walas
- Institute of Medical Sciences, University of Opole, Opole, Poland
| | - Zenon Halaba
- Department of Pediatrics, Institute of Medical Sciences, University of Opole, Opole, Poland
| | - Julita Latka-Grot
- Neonatal Department, Children's Memorial Health Institute, Warszawa, Poland
| | - Andrzej Piotrowski
- Department of Anaesthesiology and Intensive Care, Children's Memorial Health Institute, Warszawa, Poland
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Abstract
The intraoperative dosing of opioids is a challenge in routine anesthesia as the potential effects of intraoperative overdosing and underdosing are not completely understood. In recent years an increasing number of monitors were approved, which were developed for the detection of intraoperative nociception and therefore should enable a better control of opioid titration. The nociception monitoring devices use either continuous hemodynamic, galvanic or thermal biosignals reflecting the balance between parasympathetic and sympathetic activity, measure the pupil dilatation reflex or the nociceptive flexor reflex as a reflexive response to application of standardized nociceptive stimulation. This review article presents the currently available nociception monitors. Most of these monitoring devices detect nociceptive stimulations with higher sensitivity and specificity than changes in heart rate, blood pressure or sedation depth monitoring devices. There are only few studies on the effect of opioid titration guided by nociception monitoring and the possible postoperative benefits of these devices. All nociception monitoring techniques are subject to specific limitations either due to perioperative confounders (e.g. hypovolemia) or special accompanying medical conditions (e.g. muscle relaxation). There is an ongoing discussion about the clinical relevance of nociceptive stimulation in general anesthesia and the effect on patient outcome. Initial results for individual monitor systems show a reduction in opioid consumption and in postoperative pain level. Nevertheless, current evidence does not enable the routine use of nociception monitoring devices to be recommended as a clear beneficial effect on long-term outcome has not yet been proven.
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Liu PP, Wu C, Wu JZ, Zhang MZ, Zheng JJ, Shen Y, He P, Sun Y. The prediction probabilities for emergence from sevoflurane anesthesia in children: A comparison of the perfusion index and the bispectral index. Paediatr Anaesth 2018; 28:281-286. [PMID: 29341401 DOI: 10.1111/pan.13324] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/20/2017] [Indexed: 11/28/2022]
Abstract
BACKGROUND Predicting recovery of consciousness is one of the most essential functions of anesthesia depth monitors in anesthesia practice. Perfusion index and bispectral index are 2 indicators of the anesthesia depth monitoring with different working principles. The progression of the anesthesia emergence stages reflected by those monitors has not been well understood, especially in pediatric patients. The goals of this study were to compare the prediction probabilities of perfusion index and bispectral index in predicting awakening and in differentiating the different levels of arousal during emergence after sevoflurane anesthesia in children undergoing open inguinal hernia repairs. METHODS Forty-five patients, aged 1 to 5 years, ASA Status I or II and scheduled for elective open inguinal hernia repairs under general anesthesia were enrolled. The perfusion index and bispectral index were monitored simultaneously during anesthesia recovery. The University of Michigan Sedation Scale was applied to evaluate the clinical arousal levels during emergence. The prediction probability was used to assess the performance of perfusion index and bispectral index in predicting awakening and distinguishing different levels of arousal corresponding to the University of Michigan Sedation Scale during recovery. RESULTS The prediction probability of perfusion index (PkPI-Awakening = .81, 95% CI 0.73-0.89) in differentiating full consciousness from unconsciousness during recovery was comparable to that of bispectral index (PkBIS- Awakening = .86, 95% CI 0.79-0.92) (P = .47). The prediction probability for perfusion index (PkPI-UMSS = .61, 95% CI 0.55-0.73) and bispectral index (PkBIS-UMSS = .64, 95% CI 0.53-0.69) had similar performance in distinguishing different University of Michigan Sedation Scale levels. CONCLUSION Both the perfusion index and bispectral index performed comparably well in predicting awakening and different arousal levels when emerging from sevoflurane anesthesia in children.
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Affiliation(s)
- Pei-Pei Liu
- Pediatric Clinical Pharmacology Laboratory, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Chi Wu
- Pediatric Clinical Pharmacology Laboratory, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jun-Zheng Wu
- Department of Anesthesia and Pediatrics, Cincinnati Children Hospital Medical Center, Cincinnati, OH, USA
| | - Ma-Zhong Zhang
- Pediatric Clinical Pharmacology Laboratory, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ji-Jian Zheng
- Pediatric Clinical Pharmacology Laboratory, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yang Shen
- Pediatric Clinical Pharmacology Laboratory, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Pan He
- Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ying Sun
- Pediatric Clinical Pharmacology Laboratory, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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Constant I, Sabourdin N. Monitoring depth of anesthesia: from consciousness to nociception. A window on subcortical brain activity. Paediatr Anaesth 2015; 25:73-82. [PMID: 25410376 DOI: 10.1111/pan.12586] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/30/2014] [Indexed: 11/28/2022]
Abstract
Anesthesia results from several inhibitor processes, which interact to lead to loss of consciousness, amnesia, immobility, and analgesia. The anesthetic agents act on the whole brain, the cortical and subcortical areas according to their receptor targets. The conscious processes are rather integrated at the level of the cortical neuronal network, while the nonconscious processes such as the nociception or implicit memory require subcortical processing. A reliable and meaningful monitoring of depth of anesthesia should provide assessment of these different processes. Besides the EEG monitoring which gives mainly information on cortical anesthetic effects, it would be relevant to have also a subcortical feedback allowing an assessment of nociception. Several devices have been proposed in this last decade, to give us an idea of the analgesia/nociception balance. Up to now, most of them are based on the assessment of the autonomic response to noxious stimulation. Among the emerging clinical devices, we can mention those which assess vascular sympathetic response (skin conductance), cardiac and vascular sympathetic response (surgical pleth index), parasympathetic cardiac response (analgesia nociception index), and finally the pupillometry which is based on the assessment of the pupillary reflex dilatation induced by nociceptive stimulations. Basically, the skin conductance might be the most adapted to assess the stress in the awake or sedated neonate, while the performances of this method appear disappointing under anesthesia. The surgical pleth index is still poorly investigated in children. The analgesia nociception index showed promising results in adults, which have to be confirmed, especially in children and in infants, and lastly pupillometry, which can be considered as reliable and reactive in children as in adults, but which is still sometimes complicated in its use.
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Affiliation(s)
- Isabelle Constant
- Department of Anesthesiology and Intensive Care, Hopital Armand Trousseau, Paris, France
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7
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Monitoring the nociception–anti-nociception balance. Best Pract Res Clin Anaesthesiol 2013; 27:235-47. [DOI: 10.1016/j.bpa.2013.06.007] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2013] [Revised: 06/17/2013] [Accepted: 06/19/2013] [Indexed: 12/20/2022]
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Savino F, Vagliano L, Ceratto S, Viviani F, Miniero R, Ricceri F. Pain assessment in children undergoing venipuncture: the Wong-Baker faces scale versus skin conductance fluctuations. PeerJ 2013; 1:e37. [PMID: 23638373 PMCID: PMC3628989 DOI: 10.7717/peerj.37] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Accepted: 01/21/2013] [Indexed: 11/20/2022] Open
Abstract
The aim of this study was to evaluate the efficacy of the subjective Wong–Baker faces pain rating scale (WBFS) and of the objective skin conductance fluctuation (SCF) test in assessing pain in children undergoing venipuncture. One-hundred and fifty children (aged 5–16 years) entered the study. All underwent venipuncture at the antecubital fossa to collect blood specimens for routine testing in the same environmental conditions. After venipuncture, the children indicated their pain intensity using the WBFS, whereas the number of SCFs was recorded before, during and after venipuncture. So, pain level was measured in each child with WBFS and SCF. We found that the level of WBFS-assessed pain was lower in all children, particularly those above 8 years of age, than SCF-assessed pain (p < 0.0001). Moreover, the number of SCFs was significantly higher during venipuncture than before or after venipuncture (p < 0.0001). At multivariate regression analysis, age and previous experience of venipuncture influenced the WBFS (β = −1.81, p < 0.001, and β = −0.86, p < 0.001, respectively) but not SCFs. In conclusion, although both procedures can be useful for research and clinical practice, our findings show that WBFS was affected by age and previous venipuncture, whereas SCF produced uniform data. If verified in other studies, our results should be taken into account when using these tools to evaluate pain in children.
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Affiliation(s)
- Francesco Savino
- Città della Salute e della Scienza di Torino , Regina Margherita Children's Hospital , Dipartimento di Scienze della Sanità Pubblica e Pediatriche , University of Turin , Italy
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9
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Acute pain therapy in postanesthesia care unit directed by skin conductance: a randomized controlled trial. PLoS One 2012; 7:e41758. [PMID: 22848592 PMCID: PMC3407175 DOI: 10.1371/journal.pone.0041758] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2012] [Accepted: 06/25/2012] [Indexed: 12/27/2022] Open
Abstract
Background After surgery, effective and well-directed acute pain therapy is a necessary and integral part of the overall treatment plan. Generally, the assessment of pain intensity depends on a patient’s self-evaluation using scoring systems such as numeric rating scales (NRS, 0 to 10). Recently, a “Pain Monitor” was commercially provided which is based on measurements of fluctuations of skin conductance (NFSC). In this randomized, controlled, single-blind trial, possible benefits of this certain device were studied. Methods Postoperative patients (n = 44) were randomly assigned to a test or a control group during their stay in the postanesthesia care unit (PACU). All patients were treated and monitored according to internal hospital standards. Whereas all patients systematically evaluated their pain each 15 min, test group patients were additionally addressed when NFSC exceeded a predefined level. In cases of NRS≥5 during a routine elevation or in between, pain relief was achieved by standard procedures irrespective of group allocation. Results During their stay in PACU, both test and control groups experienced a significant decrease in NRS as a consequence of pain therapy. No significant differences in mean NRS or in NFSC values were found between the test and control groups. No correlation was observed between NRS and NFSC. Conclusion Postoperative patients experience diverse stressors, such as anxiety, disorientation, shivering, sickness and pain. Although the application of continuous pain monitoring would be meaningful in this clinical setting, the tested device failed to distinguish pain from other stressors in postoperative adult patients. Trial Registration German Clinical Trials Register DRKS00000755.
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Åhs F, Palmquist ÅM, Pissiota A, Appel L, Frans Ö, Liberzon I, Furmark T, Fredrikson M. Arousal modulation of memory and amygdala-parahippocampal connectivity: a PET-psychophysiology study in specific phobia. Psychophysiology 2011; 48:1463-1469. [PMID: 21729104 DOI: 10.1111/j.1469-8986.2011.01231.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Phobic fear is accompanied by intense bodily responses modulated by the amygdala. An amygdala moderated psychophysiological measure related to arousal is electrodermal activity. We evaluated the contributions of electrodermal activity to amygdala-parahippocampal regional cerebral blood flow (rCBF) during phobic memory encoding in subjects with spider or snake phobia. Recognition memory was increased for phobia-related slides and covaried with rCBF in the amygdala and the parahippocampal gyrus. The covariation between parahippocampal rCBF and recognition was related to electrodermal activity suggesting that parahippocampal memory processes were associated with sympathetic activity. Electrodermal activity further mediated the amygdala effect on parahippocampal activity. Memory encoding during phobic fear therefore seems contingent on amygdala's influence on arousal and parahippocampal activity.
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Affiliation(s)
- Fredrik Åhs
- Department of Psychology, Uppsala University, Uppsala, SwedenDepartment of Neuroscience, Psychiatry, Uppsala University, Uppsala, SwedenUppsala Imanet, GE Healthcare, Uppsala, SwedenUniversity of Michigan School of Natural Resources, Department of Psychiatry, Ann Arbor, Michigan, USA
| | - Åsa Michelgård Palmquist
- Department of Psychology, Uppsala University, Uppsala, SwedenDepartment of Neuroscience, Psychiatry, Uppsala University, Uppsala, SwedenUppsala Imanet, GE Healthcare, Uppsala, SwedenUniversity of Michigan School of Natural Resources, Department of Psychiatry, Ann Arbor, Michigan, USA
| | - Anna Pissiota
- Department of Psychology, Uppsala University, Uppsala, SwedenDepartment of Neuroscience, Psychiatry, Uppsala University, Uppsala, SwedenUppsala Imanet, GE Healthcare, Uppsala, SwedenUniversity of Michigan School of Natural Resources, Department of Psychiatry, Ann Arbor, Michigan, USA
| | - Lieuwe Appel
- Department of Psychology, Uppsala University, Uppsala, SwedenDepartment of Neuroscience, Psychiatry, Uppsala University, Uppsala, SwedenUppsala Imanet, GE Healthcare, Uppsala, SwedenUniversity of Michigan School of Natural Resources, Department of Psychiatry, Ann Arbor, Michigan, USA
| | - Örjan Frans
- Department of Psychology, Uppsala University, Uppsala, SwedenDepartment of Neuroscience, Psychiatry, Uppsala University, Uppsala, SwedenUppsala Imanet, GE Healthcare, Uppsala, SwedenUniversity of Michigan School of Natural Resources, Department of Psychiatry, Ann Arbor, Michigan, USA
| | - Israel Liberzon
- Department of Psychology, Uppsala University, Uppsala, SwedenDepartment of Neuroscience, Psychiatry, Uppsala University, Uppsala, SwedenUppsala Imanet, GE Healthcare, Uppsala, SwedenUniversity of Michigan School of Natural Resources, Department of Psychiatry, Ann Arbor, Michigan, USA
| | - Tomas Furmark
- Department of Psychology, Uppsala University, Uppsala, SwedenDepartment of Neuroscience, Psychiatry, Uppsala University, Uppsala, SwedenUppsala Imanet, GE Healthcare, Uppsala, SwedenUniversity of Michigan School of Natural Resources, Department of Psychiatry, Ann Arbor, Michigan, USA
| | - Mats Fredrikson
- Department of Psychology, Uppsala University, Uppsala, SwedenDepartment of Neuroscience, Psychiatry, Uppsala University, Uppsala, SwedenUppsala Imanet, GE Healthcare, Uppsala, SwedenUniversity of Michigan School of Natural Resources, Department of Psychiatry, Ann Arbor, Michigan, USA
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Nishiyama T. Recent advance in patient monitoring. Korean J Anesthesiol 2010; 59:144-59. [PMID: 20877698 PMCID: PMC2946031 DOI: 10.4097/kjae.2010.59.3.144] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2010] [Revised: 07/23/2010] [Accepted: 07/23/2010] [Indexed: 11/10/2022] Open
Abstract
Recent advance in technology has developed a lot of new aspects of clinical monitoring. We can monitor sedation levels during anesthesia using various electroencephalographic (EEG) indices, while it is still not useful for anesthesia depth monitoring. Some attempts are made to monitor the changes in sympathetic nerve activity as one of the indicators of stress, pain/analgesia, or anesthesia. To know the balance of sympathetic and parasympathetic activity, heart rate or blood pressure variability is investigated. For trend of cardiac output, low invasive monitors have been investigated. Improvement of ultrasound enables us to see cardiac structure and function continuously and clearer, increases success rate and decreases complication of central venous puncture and various kinds of nerve blocks. Without inserting an arterial catheter, trends of arterial oxygen tension or carbon dioxide tension can be monitored. Indirect visualization of the airway decreases difficult intubation and makes it easier to teach tracheal intubation. The changes in blood volume can be speculated non-invasively. Cerebral perfusion and metabolism are not ordinary monitored yet, but some studies show their usefulness in management of critically ill. This review introduces recent advances in various monitors used in anesthesia and critical care including some studies of the author, especially focused on EEG and cardiac output. However, the most important is that these new monitors are not almighty but should be used adequately in a limited situation where their meaning is confirmed.
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Affiliation(s)
- Tomoki Nishiyama
- Department of Anesthesiology and Critical Care, Higashi Omiya General Hospital, Saitama, Japan
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12
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An observational study of skin conductance monitoring as a means of predicting hypotension from spinal anaesthesia for caesarean delivery. Int J Obstet Anesth 2010; 19:282-6. [DOI: 10.1016/j.ijoa.2010.01.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2009] [Revised: 11/24/2009] [Accepted: 01/21/2010] [Indexed: 11/21/2022]
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13
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Skin impedance correlates to sedation grade, plasma propofol concentrations and bispectral index during a target-controlled infusion of propofol. Eur J Anaesthesiol 2009; 26:589-96. [DOI: 10.1097/eja.0b013e328329b149] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Changes in skin conductance as a tool to monitor nociceptive stimulation and pain. Curr Opin Anaesthesiol 2008; 21:796-804. [DOI: 10.1097/aco.0b013e3283183fe4] [Citation(s) in RCA: 162] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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15
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Ledowski T, Preuss J, Ford A, Paech MJ, McTernan C, Kapila R, Schug SA. New parameters of skin conductance compared with bispectral index ® monitoring to assess emergence from total intravenous anaesthesia. Br J Anaesth 2007; 99:547-51. [PMID: 17617556 DOI: 10.1093/bja/aem189] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Arousal after total i.v. anaesthesia (TIVA) has been reported to be detectable by monitoring the number of fluctuations per second (NFSC), a parameter of skin conductance (SC). However, compared with monitoring of the bispectral index (BIS), the predictive probability of NFSC was significantly lower. The aim of this study was to determine the value of the two new, not yet published parameters of SC, area under the curve (AUC) methods A and B, for monitoring emergence from TIVA compared with monitoring of NFSC and BIS. METHODS Twenty-five patients undergoing surgery were investigated. NFSC, AUC A, AUC B, BIS, and haemodynamic parameters (mean arterial pressure and heart rate) were recorded simultaneously. The performance of the monitoring devices in distinguishing between the clinical states 'steady-state anaesthesia', 'first clinical reaction', and 'extubation' were compared using the method of prediction probability (Pk) calculation. RESULTS BIS showed the best performance in distinguishing between 'steady-state anaesthesia' vs 'first reaction' (Pk BIS 0.95; NFSC 0.73; AUC A 0.54; AUC B 0.62) and 'steady-state anaesthesia' vs 'extubation' (Pk BIS 0.99; NFSC 0.73; AUC A 0.71; AUC B 0.67). However, the time from first BIS>60/SC>0 to a first clinical reaction was significantly shorter for BIS (median BIS((R)) 180 s; NFSC 780 s; AUC A 750 s; AUC B 690 s; P < 0.001). CONCLUSIONS AUC A and AUC B did not improve accuracy of SC monitoring in patients waking after TIVA.
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Affiliation(s)
- T Ledowski
- Department of Anaesthesia and Pain Medicine, Royal Perth Hospital, Wellington Street Campus, Perth, WA 6000, Australia.
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Smith M, Mahajan RP. Clinical neuroscience: relevance to current practice. Br J Anaesth 2007; 99:1-3. [PMID: 17573391 DOI: 10.1093/bja/aem169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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17
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Current World Literature. Curr Opin Anaesthesiol 2007; 20:284-6. [PMID: 17479036 DOI: 10.1097/aco.0b013e3281e3380b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Ledowski T, Bromilow J, Paech MJ, Storm H, Hacking R, Schug SA. Skin conductance monitoring compared with Bispectral Index to assess emergence from total i.v. anaesthesia using propofol and remifentanil. Br J Anaesth 2006; 97:817-21. [PMID: 17060330 DOI: 10.1093/bja/ael278] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Arousal after sevoflurane anaesthesia has been detectable by monitoring changes in skin conductance (SC) with similar accuracy as monitoring Bispectral Index (BIS). As SC monitoring detects changes in sympathetic tone, the measurements might be confounded by the sympatholytic properties of propofol, a component of total i.v. anaesthesia (TIVA). Therefore in this study, monitoring of SC during emergence from TIVA was compared with the monitoring of BIS. METHODS Twenty-five patients undergoing plastic surgery were investigated. The number of fluctuations of SC per second (NFSC), BIS and haemodynamic variables [systolic blood pressure (SBP) and heart rate (HR)] were recorded simultaneously. The performance of the monitoring devices in distinguishing between the clinical states 'steady-state anaesthesia', 'first clinical reaction' and 'extubation' were compared using the method of prediction probability (Pk) calculation. RESULTS BIS((R)) showed the best performance in distinguishing between 'steady-state anaesthesia' and 'first reaction' (Pk BIS 0.99 vs NFSC 0.80; P<0.01), and 'steady-state anaesthesia' and 'extubation' (Pk BIS) 1.00 vs NFSC 0.91; P<0.05); the time from first change of BIS or NFSC to a first clinical reaction was significantly longer for NFSC (median BIS 135 s vs NFSC 191 s; P<0.05). BIS and NFSC performed better in distinguishing between the investigated clinical states than SBP and HR. CONCLUSIONS In this study, BIS was found to predict arousal with a higher probability but slower response times than NFSC in patients waking after TIVA.
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Affiliation(s)
- T Ledowski
- Department of Anaesthesia and Pain Medicine, Royal Perth Hospital Wellington Street Campus, Perth WA 6000, Australia.
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