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Fujii T, Takakura M, Taniguchi T, Nishiwaki K. Accuracy of non-invasive core temperature monitoring in infant and toddler patients: a prospective observational study. J Anesth 2024:10.1007/s00540-024-03404-7. [PMID: 39256231 DOI: 10.1007/s00540-024-03404-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 08/28/2024] [Indexed: 09/12/2024]
Abstract
PURPOSE Careful perioperative temperature management is important because it influences clinical outcomes. In pediatric patients, the esophageal temperature is the most accurate indicator of core temperature. However, it requires probe insertion into the body cavity, which is mildly invasive. Therefore, a non-invasive easily and continuously temperature monitor system is ideal. This study aimed to assess the accuracy of Temple Touch Pro™ (TTP), a non-invasive temperature monitoring using the heat flux technique, compared with esophageal (Tesoph) and rectal (Trect) temperature measurements in pediatric patients, especially in infants and toddlers. METHODS This single-center prospective observational study included 40 pediatric patients (< 3 years old) who underwent elective non-cardiac surgery. The accuracy of TTP was analyzed using Bland-Altman analysis and compared with Tesoph or Trect temperature measurements. The error was within ± 0.5 °C and was considered clinically acceptable. RESULTS The bias ± precision between TTP and Tesoph was 0.09 ± 0.28 °C, and 95% limits of agreement were - 0.48 to 0.65 °C (error within ± 0.5 °C: 94.0%). The bias ± precision between TTP and Trect was 0.41 ± 0.38 °C and 95% limits of agreement were - 0.35 to 1.17 °C (error within ± 0.5 °C: 68.5%). In infants, bias ± precision with 95% limits of agreement were 0.10 ± 0.30 °C with - 0.50 to 0.69 °C (TTP vs. Tesoph) and 0.35 ± 0.29 °C with - 0.23 to 0.92 °C (TTP vs. Trect). CONCLUSION Core temperature measurements using TTP in infants and toddlers were more accurate with Tesoph than with Trect. In the future, non-invasive TTP temperature monitoring will help perioperative temperature management in pediatric patients.
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Affiliation(s)
- Tasuku Fujii
- Department of Anesthesiology, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan.
| | - Masashi Takakura
- Department of Anesthesiology, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Tomoya Taniguchi
- Department of Anesthesiology, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Kimitoshi Nishiwaki
- Department of Anesthesiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Ehlers UE, Ulmer J, Keller M, Klein C, Pietsch U. Comparison of continuous temperature measurement methods in the intensive care unit: standard bladder catheter measurements versus non-invasive transcutaneous sensors. J Clin Monit Comput 2024:10.1007/s10877-024-01199-2. [PMID: 39066870 DOI: 10.1007/s10877-024-01199-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Accepted: 07/15/2024] [Indexed: 07/30/2024]
Abstract
The purpose of this study was to compare a wearable system for body core temperature measurement versus bladder and tympanic thermometers in an intensive care setting. The question was, if continuous non-invasive sensors in the intensive care unit represent an alternative to current standard methods of invasive continuous bladder temperature measurement methods?Between May and September 2023, a comparative investigation involving 112 patients was conducted in a 20-bed surgical intensive care unit to assess various temperature probes, including those placed in the tympanic tube, bladder, and skin. To achieve this, a wireless non-invasive sensor system provided by greenTEG AG, Switzerland, was affixed to different body locations (clavicular and lateral chest) of each catheterized patient (equipped with a temperature probe) admitted to the intensive care unit. Furthermore, tympanic temperatures were recorded at specified intervals. The measurement duration ranged from a minimum of six hours to a maximum of six days, resulting in the analysis of a total of 355 simultaneous temperature measurements.In this study, a wearable temperature measurement system attached to two different body sites revealed a consistent negative bias compared to bladder temperature. In addition, the measurements were particularly influenced by body constitution. The tested system in all patients showed a mean absolute error (MAE) of 0.45 °C for the lateral chest and 0.50 °C for the clavicular position. Tympanic measurements had a mean absolute error of 0.35 °C. In patients with body mass index (BMI) ≥ 25 the MAE increased to 0.5 °C for the lateral chest and 0.56 °C for the clavicular position. In contrast, the tympanic measurement had a reduced MAE of 0.32 °C, which is well below this threshold when compared to bladder measurements.In conclusion the investigated system did not meet the clinically relevant acceptance criteria and showed low precision in correctly identifying fever episodes compared to invasive temperature probes, however its main advantage lies in its continuity and non-invasiveness. This makes it a potential alternative to intermittent tympanic measurement devices. In this study we were able to show, that in at least one subset of patients, the non-invasive and continuous device demonstrated a precision comparable to tympanic measurements.The accuracy of all non-invasive methods was lower than in previous studies, suggesting that the use of bladder temperature as reference and user related variations may have introduced additional errors.
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Affiliation(s)
- Ulrike Elisabeth Ehlers
- Division of Perioperative Intensive Care Medicine, Cantonal Hospital St. Gallen, Rorschacher Str. 95, St. Gallen, 9007, Switzerland.
| | - Jens Ulmer
- Institute for Microtechnology and Photonics, Eastern Switzerland University of Applied Science, Werdenbergstr. 4, Buchs, 9471, Switzerland
| | - Mirja Keller
- Division of Perioperative Intensive Care Medicine, Cantonal Hospital St. Gallen, Rorschacher Str. 95, St. Gallen, 9007, Switzerland
| | - Carsten Klein
- Division of Perioperative Intensive Care Medicine, Cantonal Hospital St. Gallen, Rorschacher Str. 95, St. Gallen, 9007, Switzerland
| | - Urs Pietsch
- Division of Perioperative Intensive Care Medicine, Cantonal Hospital St. Gallen, Rorschacher Str. 95, St. Gallen, 9007, Switzerland
- Swiss Air-Ambulance Rega, Bimenzälterstr. 87, Zürich-Flughafen, 8058, Switzerland
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Zeiner S, Zadrazil M, Willschke H, Wiegele M, Marhofer P, Hammerle FP, Laxar D, Gleiss A, Kimberger O. Accuracy of a Dual-Sensor Heat-Flux (DHF) Non-Invasive Core Temperature Sensor in Pediatric Patients Undergoing Surgery. J Clin Med 2023; 12:7018. [PMID: 38002632 PMCID: PMC10672443 DOI: 10.3390/jcm12227018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 11/03/2023] [Accepted: 11/07/2023] [Indexed: 11/26/2023] Open
Abstract
Accurate temperature measurement is crucial for the perioperative management of pediatric patients, and non-invasive thermometry is necessary when invasive methods are infeasible. A prospective observational study was conducted on 57 patients undergoing elective surgery. Temperatures were measured using a dual-sensor heat-flux (DHF) thermometer (Tcore™) and a rectal temperature probe (TRec), and the agreement between the two measurements was assessed. The DHF measurements showed a bias of +0.413 °C compared with those of the TRec. The limits of agreement were broader than the pre-defined ±0.5 °C range (-0.741 °C and +1.567 °C). Although the DHF sensors tended to overestimate the core temperature compared to the rectal measurements, an error grid analysis demonstrated that 95.81% of the DHF measurements would not have led to a wrong clinical decision, e.g., warming or cooling when not necessary. In conclusion, the low number of measurements that would have led to incorrect decisions suggests that the DHF sensor can be considered an option for continuous temperature measurement when more invasive methods are infeasible.
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Affiliation(s)
- Sebastian Zeiner
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, 1090 Vienna, Austria (M.Z.); (P.M.); (O.K.)
| | - Markus Zadrazil
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, 1090 Vienna, Austria (M.Z.); (P.M.); (O.K.)
| | - Harald Willschke
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, 1090 Vienna, Austria (M.Z.); (P.M.); (O.K.)
- Ludwig Boltzmann Institute Digital Health and Patient Safety (LBI DHPS), 1090 Vienna, Austria
| | - Marion Wiegele
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, 1090 Vienna, Austria (M.Z.); (P.M.); (O.K.)
| | - Peter Marhofer
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, 1090 Vienna, Austria (M.Z.); (P.M.); (O.K.)
| | - Fabian Peter Hammerle
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, 1090 Vienna, Austria (M.Z.); (P.M.); (O.K.)
| | - Daniel Laxar
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, 1090 Vienna, Austria (M.Z.); (P.M.); (O.K.)
- Ludwig Boltzmann Institute Digital Health and Patient Safety (LBI DHPS), 1090 Vienna, Austria
| | - Andreas Gleiss
- Institute of Clinical Biometrics, Center for Medical Data Science, Medical University of Vienna, 1090 Vienna, Austria
| | - Oliver Kimberger
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, 1090 Vienna, Austria (M.Z.); (P.M.); (O.K.)
- Ludwig Boltzmann Institute Digital Health and Patient Safety (LBI DHPS), 1090 Vienna, Austria
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Etienne S, Oliveras R, Schiboni G, Durrer L, Rochat F, Eib P, Zahner M, Osthoff M, Bassetti S, Eckstein J. Free-living core body temperature monitoring using a wrist-worn sensor after COVID-19 booster vaccination: a pilot study. Biomed Eng Online 2023; 22:25. [PMID: 36915134 PMCID: PMC10010220 DOI: 10.1186/s12938-023-01081-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 02/13/2023] [Indexed: 03/14/2023] Open
Abstract
Core body temperature (CBT) is a key vital sign and fever is an important indicator of disease. In the past decade, there has been growing interest for vital sign monitoring technology that may be embedded in wearable devices, and the COVID-19 pandemic has highlighted the need for remote patient monitoring systems. While wrist-worn sensors allow continuous assessment of heart rate and oxygen saturation, reliable measurement of CBT at the wrist remains challenging. In this study, CBT was measured continuously in a free-living setting using a novel technology worn at the wrist and compared to reference core body temperature measurements, i.e., CBT values acquired with an ingestible temperature-sensing pill. Fifty individuals who received the COVID-19 booster vaccination were included. The datasets of 33 individuals were used to develop the CBT prediction algorithm, and the algorithm was then validated on the datasets of 17 participants. Mean observation time was 26.4 h and CBT > 38.0 °C occurred in 66% of the participants. CBT predicted by the wrist-worn sensor showed good correlation to the reference CBT (r = 0.72). Bland-Altman statistics showed an average bias of 0.11 °C of CBT predicted by the wrist-worn device compared to reference CBT, and limits of agreement were - 0.67 to + 0.93 °C, which is comparable to the bias and limits of agreement of commonly used tympanic membrane thermometers. The small size of the components needed for this technology would allow its integration into a variety of wearable monitoring systems assessing other vital signs and at the same time allowing maximal freedom of movement to the user.
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Affiliation(s)
- Samuel Etienne
- Division of Internal Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland.
| | | | | | | | | | | | | | - Michael Osthoff
- Division of Internal Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland.,Department of Clinical Research, University of Basel, Basel, Switzerland
| | - Stefano Bassetti
- Division of Internal Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland.,Department of Clinical Research, University of Basel, Basel, Switzerland
| | - Jens Eckstein
- Division of Internal Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland. .,Department Digitalization and ICT, University Hospital Basel, Basel, Switzerland.
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Evaluation of the non-invasive Temple Touch Pro temperature monitoring system compared with oesophageal temperature in paediatric anaesthesia (PETER PAN): A prospective observational study. Eur J Anaesthesiol 2023; 40:198-207. [PMID: 36621856 DOI: 10.1097/eja.0000000000001796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND Monitoring peri-operative body temperature in children is currently mainly achieved through invasive devices. The Temple Touch Pro Temperature Monitoring System estimates core temperature noninvasively based on heat flux thermometry. OBJECTIVE To investigate the agreement of this noninvasive sensor against standard oesophageal core temperature. DESIGN A prospective observational study. SETTING University hospital recruiting between April and July 2021. PATIENTS One hundred children (32 girls) aged 6 years or younger scheduled for noncardiac surgery, resulting in 6766 data pairs. Exclusion criteria were contraindication for the insertion of an oesophageal temperature probe, and procedures in which one of the measurement methods would interfere with the surgical field. MAIN OUTCOME MEASURES Primary outcome was the agreement analysis by a Bland-Altman comparison with multiple measurements. Posthoc, we performed another agreement analysis after exclusion of a statistically determined equilibration time. Secondary outcomes were the temperature differences over time and subgroup analysis of hypothermic, normothermic and hyperthermic temperature ranges, age, sex and sensor's side by type III analysis of variance. Further, we correlated the sonographically determined depth of the artery with trueness. RESULTS The mean difference was -0.07°C (95% CI -0.15 to +0.05) with limits of agreement of -1.00 and +0.85°C. After adjusting for an equilibration time of 13 min, the mean difference improved to -0.04°C (95% CI -0.08 to +0.01) with limits of agreement of -0.68 and +0.60°C. Concordance correlation coefficient was 0.83 (95% CI 0.82 to 0.84). Differences between the skin sensor and oesophageal reference increased over time by -0.05°C per hour. Subgroup analysis showed no clinically relevant differences. Depth of artery negatively correlated with trueness by 0.03°C per millimetre. CONCLUSIONS Although the Temple Touch Pro sensor showed acceptable accuracy after allowing for an equilibration time, it still needs further investigation for routine use in children. This particularly affects accuracy in hypothermic ranges, imprecise positioning and applicability in children with immature or vulnerable skin. TRIAL REGISTRATION German Clinical Trials Register, identifier: DRKS00024703.
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Daanen HAM, Kohlen V, Teunissen LPJ. Heat flux systems for body core temperature assessment during exercise. J Therm Biol 2023; 112:103480. [PMID: 36796923 DOI: 10.1016/j.jtherbio.2023.103480] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 01/09/2023] [Accepted: 01/09/2023] [Indexed: 01/15/2023]
Abstract
Heat flux systems are increasingly used to assess core body temperature. However, validation of multiple systems is scarce. Therefore, an experiment was performed in which three commercially available heat flux systems (3 M, Medisim and Core) were compared to rectal temperature (Tre). Five females and four males performed exercise in a climate chamber set at 18 °C/50% relative humidity until exhaustion. Exercise duration was 36.3 ± 5.6 min (mean ± standard deviation). Tre in rest was 37.2 ± 0.3 °C. Medisim's-values were lower than Tre (36.9 ± 0.4 °C, p < 0.05); 3 M (37.2 ± 0.1 °C) and Core's (37.4 ± 0.3 °C) did not differ from Tre. Maximal temperatures after exercise were 38.4 ± 0.2 °C (Tre), 38.0 ± 0.4 °C (3 M), 38.8 ± 0.3 °C (Medisim) and 38.6 ± 0.3 °C (Core); Medisim was significantly higher than Tre (p < 0.05). The temperature profiles of the heat flux systems during exercise differed to varying degree from the rectal profiles; the Medisim system showed a faster increase during exercise than Tre (0.48 ± 0.25 °C in 20 min, p < 0.05), the Core system tended to show a systematic overestimation during the entire exercise period and the 3 M system showed large errors at the end of exercise, likely due to sweat entering the sensor. Therefore, the interpretation of heat flux sensor values as core body temperature estimates should be done with care; more research is required to elucidate the physiological significance of the generated temperature values.
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Affiliation(s)
- Hein A M Daanen
- Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands.
| | - Veerle Kohlen
- Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands
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