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Ionescu CM, Copot D, Yumuk E, De Keyser R, Muresan C, Birs IR, Ben Othman G, Farbakhsh H, Ynineb AR, Neckebroek M. Development, Validation, and Comparison of a Novel Nociception/Anti-Nociception Monitor against Two Commercial Monitors in General Anesthesia. Sensors (Basel) 2024; 24:2031. [PMID: 38610243 PMCID: PMC11013864 DOI: 10.3390/s24072031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 03/12/2024] [Accepted: 03/20/2024] [Indexed: 04/14/2024]
Abstract
In this paper, we present the development and the validation of a novel index of nociception/anti-nociception (N/AN) based on skin impedance measurement in time and frequency domain with our prototype AnspecPro device. The primary objective of the study was to compare the Anspec-PRO device with two other commercial devices (Medasense, Medstorm). This comparison was designed to be conducted under the same conditions for the three devices. This was carried out during total intravenous anesthesia (TIVA) by investigating its outcomes related to noxious stimulus. In a carefully designed clinical protocol during general anesthesia from induction until emergence, we extract data for estimating individualized causal dynamic models between drug infusion and their monitored effect variables. Specifically, these are Propofol hypnotic drug to Bispectral index of hypnosis level and Remifentanil opioid drug to each of the three aforementioned devices. When compared, statistical analysis of the regions before and during the standardized stimulus shows consistent difference between regions for all devices and for all indices. These results suggest that the proposed methodology for data extraction and processing for AnspecPro delivers the same information as the two commercial devices.
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Affiliation(s)
- Clara M. Ionescu
- Department of Electromechanics, System and Metal Engineering, Ghent University, 9052 Ghent, Belgium; (C.M.I.); (E.Y.); (R.D.K.); (I.R.B.); (G.B.O.); (H.F.); (A.R.Y.)
- Department of Automation, Technical University Cluj-Napoca, Memorandumului Street 20, 400114 Cluj, Romania;
| | - Dana Copot
- Department of Electromechanics, System and Metal Engineering, Ghent University, 9052 Ghent, Belgium; (C.M.I.); (E.Y.); (R.D.K.); (I.R.B.); (G.B.O.); (H.F.); (A.R.Y.)
| | - Erhan Yumuk
- Department of Electromechanics, System and Metal Engineering, Ghent University, 9052 Ghent, Belgium; (C.M.I.); (E.Y.); (R.D.K.); (I.R.B.); (G.B.O.); (H.F.); (A.R.Y.)
- Department of Control and Automation Engineering, Istanbul Technical University, Maslak, Istanbul 34469, Turkey
| | - Robin De Keyser
- Department of Electromechanics, System and Metal Engineering, Ghent University, 9052 Ghent, Belgium; (C.M.I.); (E.Y.); (R.D.K.); (I.R.B.); (G.B.O.); (H.F.); (A.R.Y.)
| | - Cristina Muresan
- Department of Automation, Technical University Cluj-Napoca, Memorandumului Street 20, 400114 Cluj, Romania;
| | - Isabela Roxana Birs
- Department of Electromechanics, System and Metal Engineering, Ghent University, 9052 Ghent, Belgium; (C.M.I.); (E.Y.); (R.D.K.); (I.R.B.); (G.B.O.); (H.F.); (A.R.Y.)
- Department of Automation, Technical University Cluj-Napoca, Memorandumului Street 20, 400114 Cluj, Romania;
| | - Ghada Ben Othman
- Department of Electromechanics, System and Metal Engineering, Ghent University, 9052 Ghent, Belgium; (C.M.I.); (E.Y.); (R.D.K.); (I.R.B.); (G.B.O.); (H.F.); (A.R.Y.)
| | - Hamed Farbakhsh
- Department of Electromechanics, System and Metal Engineering, Ghent University, 9052 Ghent, Belgium; (C.M.I.); (E.Y.); (R.D.K.); (I.R.B.); (G.B.O.); (H.F.); (A.R.Y.)
| | - Amani R. Ynineb
- Department of Electromechanics, System and Metal Engineering, Ghent University, 9052 Ghent, Belgium; (C.M.I.); (E.Y.); (R.D.K.); (I.R.B.); (G.B.O.); (H.F.); (A.R.Y.)
| | - Martine Neckebroek
- Department of Anesthesia, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium;
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Bellizzi GG, Sumser K, VilasBoas-Ribeiro I, Curto S, Drizdal T, van Rhoon GC, Franckena M, Paulides MM. Standardization of patient modeling in hyperthermia simulation studies: introducing the Erasmus Virtual Patient Repository. Int J Hyperthermia 2021; 37:608-616. [PMID: 32515240 DOI: 10.1080/02656736.2020.1772996] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Purpose: Thermal dose-effect relations have demonstrated that clinical effectiveness of hyperthermia would benefit from more controlled heating of the tumor. Hyperthermia treatment planning (HTP) is a potent tool to study strategies enabling target conformal heating, but its accuracy is affected by patient modeling approximations. Homogeneous phantoms models are being used that do not match the body shape of patients in treatment position and often have unrealistic target volumes. As a consequence, simulation accuracy is affected, and performance comparisons are difficult. The aim of this study is to provide the first step toward standardization of HTP simulation studies in terms of patient modeling by introducing the Erasmus Virtual Patient Repository (EVPR): a virtual patient model database.Methods: Four patients with a tumor in the head and neck or the pelvis region were selected, and corresponding models were created using a clinical segmentation procedure. Using the Erasmus University Medical Center standard procedure, HTP was applied to these models and compared to HTP for commonly used surrogate models.Results: Although this study was aimed at presenting the EVPR database, our study illustrates that there is a non-negligible difference in the predicted SAR patterns between patient models and homogeneous phantom-based surrogate models. We further demonstrate the difference between actual and simplified target volumes being used today.Conclusion: Our study describes the EVPR for the research community as a first step toward standardization of hyperthermia simulation studies.
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Affiliation(s)
- Gennaro G Bellizzi
- Hyperthermia Unit, Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Kemal Sumser
- Hyperthermia Unit, Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Iva VilasBoas-Ribeiro
- Hyperthermia Unit, Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Sergio Curto
- Hyperthermia Unit, Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Tomas Drizdal
- Department of Biomedical Technology, Czech Technical University in Prague, Prague, Czech Republic
| | - Gerard C van Rhoon
- Hyperthermia Unit, Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Martine Franckena
- Hyperthermia Unit, Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Margarethus M Paulides
- Hyperthermia Unit, Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, The Netherlands.,Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
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Nobuta H, Yang N, Ng YH, Marro SG, Sabeur K, Chavali M, Stockley JH, Killilea DW, Walter PB, Zhao C, Huie P, Goldman SA, Kriegstein AR, Franklin RJM, Rowitch DH, Wernig M. Oligodendrocyte Death in Pelizaeus-Merzbacher Disease Is Rescued by Iron Chelation. Cell Stem Cell 2020; 25:531-541.e6. [PMID: 31585094 DOI: 10.1016/j.stem.2019.09.003] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 05/23/2019] [Accepted: 08/05/2019] [Indexed: 12/13/2022]
Abstract
Pelizaeus-Merzbacher disease (PMD) is an X-linked leukodystrophy caused by mutations in Proteolipid Protein 1 (PLP1), encoding a major myelin protein, resulting in profound developmental delay and early lethality. Previous work showed involvement of unfolded protein response (UPR) and endoplasmic reticulum (ER) stress pathways, but poor PLP1 genotype-phenotype associations suggest additional pathogenetic mechanisms. Using induced pluripotent stem cell (iPSC) and gene-correction, we show that patient-derived oligodendrocytes can develop to the pre-myelinating stage, but subsequently undergo cell death. Mutant oligodendrocytes demonstrated key hallmarks of ferroptosis including lipid peroxidation, abnormal iron metabolism, and hypersensitivity to free iron. Iron chelation rescued mutant oligodendrocyte apoptosis, survival, and differentiationin vitro, and post-transplantation in vivo. Finally, systemic treatment of Plp1 mutant Jimpy mice with deferiprone, a small molecule iron chelator, reduced oligodendrocyte apoptosis and enabled myelin formation. Thus, oligodendrocyte iron-induced cell death and myelination is rescued by iron chelation in PMD pre-clinical models.
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Affiliation(s)
- Hiroko Nobuta
- Department of Pediatrics, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Nan Yang
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Yi Han Ng
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Samuele G Marro
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Khalida Sabeur
- Department of Pediatrics, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Manideep Chavali
- Department of Pediatrics, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA
| | - John H Stockley
- Department of Paediatrics, University of Cambridge, Hills Road, Cambridge, UK; Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Hills Road, Cambridge, UK
| | - David W Killilea
- Children's Hospital Oakland Research Institute, Oakland, CA 94609, USA
| | - Patrick B Walter
- UCSF Benioff Children's Hospital Oakland, Oakland, CA 94609, USA; Department of Biology, University of Victoria, Victoria, BC, Canada
| | - Chao Zhao
- Department of Clinical Neurosciences, University of Cambridge, Hills Road, Cambridge, UK; Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Hills Road, Cambridge, UK
| | - Philip Huie
- Department of Surgical Pathology, Stanford Health Care, Palo Alto, CA 94305, USA
| | - Steven A Goldman
- Center for Translational Neuromedicine, University of Rochester Medical Center, Rochester, NY 14642, USA; Center for Translational Neuromedicine, University of Copenhagen Faculty of Health, Copenhagen, Denmark
| | - Arnold R Kriegstein
- Department of Pediatrics, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA; Department of Neurology, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Robin J M Franklin
- Department of Clinical Neurosciences, University of Cambridge, Hills Road, Cambridge, UK; Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Hills Road, Cambridge, UK
| | - David H Rowitch
- Department of Pediatrics, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA; Department of Neurosurgery, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA 94143, USA; Department of Clinical Neurosciences, University of Cambridge, Hills Road, Cambridge, UK; Department of Paediatrics, University of Cambridge, Hills Road, Cambridge, UK; Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Hills Road, Cambridge, UK.
| | - Marius Wernig
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA.
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Kikidis D, Konstantinos V, Tzovaras D, Usmani OS. The Digital Asthma Patient: The History and Future of Inhaler Based Health Monitoring Devices. J Aerosol Med Pulm Drug Deliv 2016; 29:219-32. [PMID: 26919553 DOI: 10.1089/jamp.2015.1267] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The wave of digital health is continuously growing and promises to transform healthcare and optimize the patients' experience. Asthma is in the center of these digital developments, as it is a chronic disease that requires the continuous attention of both health care professionals and patients themselves. The accurate and timely assessment of the state of asthma is the fundamental basis of digital health approaches and is also the most significant factor toward the preventive and efficient management of the disease. Furthermore, the necessity of inhaled medication offers a basic platform upon which modern technologies can be integrated, namely the inhaler device itself. Inhaler-based monitoring devices were introduced in the beginning of the 1980s and have been evolving but mainly for the assessment of medication adherence. As technology progresses and novel sensing components are becoming available, the enhancement of inhalers with a wider range of monitoring capabilities holds the promise to further support and optimize asthma self-management. The current article aims to take a step for the mapping of this territory and start the discussion among healthcare professionals and engineers for the identification and the development of technologies that can offer personalized asthma self-management with clinical significance. In this direction, a technical review of inhaler based monitoring devices is presented, together with an overview of their use in clinical research. The aggregated results are then summarized and discussed for the identification of key drivers that can lead the future of inhalers.
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Affiliation(s)
- Dimitrios Kikidis
- 1 Centre of Research & Technology-Hellas, Information Technologies Institute , Thessaloniki, Greece
| | - Votis Konstantinos
- 1 Centre of Research & Technology-Hellas, Information Technologies Institute , Thessaloniki, Greece
| | - Dimitrios Tzovaras
- 1 Centre of Research & Technology-Hellas, Information Technologies Institute , Thessaloniki, Greece
| | - Omar S Usmani
- 2 Imperial College London and Royal Brompton Hospital, National Heart and Lung Institute , London, United Kingdom
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