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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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Guzman J, Jauregui AN, Merscher-Gomez S, Maiguel D, Muresan C, Mitrofanova A, Diez-Sampedro A, Szust J, Yoo TH, Villarreal R, Pedigo C, Molano RD, Johnson K, Kahn B, Hartleben B, Huber TB, Saha J, Burke GW, Abel ED, Brosius FC, Fornoni A. Podocyte-specific GLUT4-deficient mice have fewer and larger podocytes and are protected from diabetic nephropathy. Diabetes 2014; 63:701-14. [PMID: 24101677 PMCID: PMC3900538 DOI: 10.2337/db13-0752] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Podocytes are a major component of the glomerular filtration barrier, and their ability to sense insulin is essential to prevent proteinuria. Here we identify the insulin downstream effector GLUT4 as a key modulator of podocyte function in diabetic nephropathy (DN). Mice with a podocyte-specific deletion of GLUT4 (G4 KO) did not develop albuminuria despite having larger and fewer podocytes than wild-type (WT) mice. Glomeruli from G4 KO mice were protected from diabetes-induced hypertrophy, mesangial expansion, and albuminuria and failed to activate the mammalian target of rapamycin (mTOR) pathway. In order to investigate whether the protection observed in G4 KO mice was due to the failure to activate mTOR, we used three independent in vivo experiments. G4 KO mice did not develop lipopolysaccharide-induced albuminuria, which requires mTOR activation. On the contrary, G4 KO mice as well as WT mice treated with the mTOR inhibitor rapamycin developed worse adriamycin-induced nephropathy than WT mice, consistent with the fact that adriamycin toxicity is augmented by mTOR inhibition. In summary, GLUT4 deficiency in podocytes affects podocyte nutrient sensing, results in fewer and larger cells, and protects mice from the development of DN. This is the first evidence that podocyte hypertrophy concomitant with podocytopenia may be associated with protection from proteinuria.
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Affiliation(s)
- Johanna Guzman
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
- Department of Medicine, Division of Nephrology and Hypertension, Miller School of Medicine, University of Miami, Miami, FL
| | - Alexandra N. Jauregui
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
| | - Sandra Merscher-Gomez
- Department of Medicine, Division of Nephrology and Hypertension, Miller School of Medicine, University of Miami, Miami, FL
| | - Dony Maiguel
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
| | - Cristina Muresan
- Department of Medicine, Division of Nephrology and Hypertension, Miller School of Medicine, University of Miami, Miami, FL
| | - Alla Mitrofanova
- Department of Medicine, Division of Nephrology and Hypertension, Miller School of Medicine, University of Miami, Miami, FL
| | - Ana Diez-Sampedro
- Department of Physiology, Miller School of Medicine, University of Miami, Miami, FL
| | - Joel Szust
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
| | - Tae-Hyun Yoo
- Department of Medicine, Division of Nephrology and Hypertension, Miller School of Medicine, University of Miami, Miami, FL
- Department of Surgery, Miller School of Medicine, University of Miami, Miami, FL
| | - Rodrigo Villarreal
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
- Department of Medicine, Division of Nephrology and Hypertension, Miller School of Medicine, University of Miami, Miami, FL
| | - Christopher Pedigo
- Department of Medicine, Division of Nephrology and Hypertension, Miller School of Medicine, University of Miami, Miami, FL
| | - R. Damaris Molano
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
| | - Kevin Johnson
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
| | - Barbara Kahn
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | | | - Tobias B. Huber
- Division of Nephrology, Freiburg University, Freiburg, Germany
| | - Jharna Saha
- Division of Nephrology, University of Michigan, Ann Arbor, MI
| | - George W. Burke
- Department of Surgery, Miller School of Medicine, University of Miami, Miami, FL
| | - E. Dale Abel
- Division of Endocrinology, Metabolism and Diabetes and Program in Molecular Medicine, University of Utah, Salt Lake City, UT
| | | | - Alessia Fornoni
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
- Department of Medicine, Division of Nephrology and Hypertension, Miller School of Medicine, University of Miami, Miami, FL
- Corresponding author: Alessia Fornoni,
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Coentrao L, Ribeiro C, Santos-Araujo C, Neto R, Pestana M, Rahman E, Rahman H, Ahmed D, Mousa D, El Bishlawi M, Shibahara H, Shibahara N, Takahashi S, Dupuis E, Duval X, Dornic Q, Bonnal C, Lucet JC, Cerceau O, Randoux C, Balde C, Besson F, Mentre F, Vrtovsnik F, Koutroubas G, Malindretos P, Zagotsis G, Makri P, Syrganis C, Mambelli E, Mancini E, Elia C, Guadagno V, Facchini MG, Zucchelli A, Grazia M, Patregnani L, Santoro A, Stefan G, Stefan G, Stancu S, Capusa C, Ailioaiei OR, Mircescu G, Anwar S, Little C, Kingston R, Diwakar P, Kaikini R, Syrganis C, Koutroubas G, Zagotsis G, Malindretos P, Makri P, Nikolaou E, Loukas G, Sabry A, Alsaran K, Al Sherbeiny S, Abdulkader M, Kwak I, Song S, Seong E, Lee S, Lee D, Kim I, Rhee H, Silva F, Queiros J, Malheiro J, Cabrita A, Rocha A, Bamidis P, Bamidis P, Liaskos C, Chryssogonidis I, Frantzidis C, Papagiannis A, Vrochides D, Lasaridis A, Nikolaidis P, Malindretos P, Kotwal S, Muir C, Hawley C, Snelling P, Gallagher M, Jardine M, Shibata K, Shibata K, Toya Y, Umemura S, Iwamoto T, Ono S, Ikeda E, Kitazawa A, Kuji T, Koguchi N, Satta H, Nishihara M, Kawata S, Kaneda T, Yamada Y, Murakami T, Yanagi M, Yasuda G, Mathieu S, Yves D, Jean-Michel T, Nicolas Q, Jean-Francois C, Ibrahim M, Abdel Salam M, Awadalla A, Bichari W, Zaki S, Roca-Tey R, Samon R, Ibrik O, Roda A, Gonzalez-Oliva JC, Martinez-Cercos R, Viladoms J, Lin CC, Yang WC, Kim YO, Yoon SA, Yun YS, Song HC, Kim BS, Cheong MA, Ogawa T, Kiba T, Okazaki S, Hatano M, Iwanaga M, Noiri C, Matsuda A, Hasegawa H, Mitarai T, DI Napoli A, DI Lallo D, Tazza L, De Cicco C, Salvatori MF, Chicca S, Guasticchi G, Gelev S, Trajceska L, Srbinovska E, Pavleska S, Oncevski A, Dejanov P, Gerasomovska V, Selim G, Sikole A, Wilson S, Mayne T, Krishnan M, Holland J, Volz A, Good L, Nissenson A, Stavroulopoulos A, Aresti V, Maragkakis G, Kyriakides S, Rikker C, Rikker C, Juhasz E, Tornoci L, Tovarosi S, Greguschik J, Mag O, Rosivall L, Golebiowski T, Golebiowski T, Watorek E, Kusztal M, Letachowicz K, Letachowicz W, Madziarska K, Augustyniak Bartosik H, Krajewska M, Weyde W, Klinger M, Capitanini A, Lange S, Cupisti A, Schier T, Gobel G, Bosmuller C, Gruber I, Tiefenthaler M, Shipley T, Adam J, Sweeney D, Fenwick S, Mansy H, Ahmed S, Moore I, Iwamoto T, Shibata K, Yasuda G, Kaneda T, Murakami T, Kuji T, Koguchi N, Satta H, Nishihara M, Kawata S, Yanagi M, Yamada Y, Ono S, Ikeda E, Kitazawa A, Toya Y, Umemura S, Vigeral P, Saksi S, Flamant M, Boulanger H, Kim YO, Yoon SA, Yun YS, Song HC, Kim BS, Park WD, Cheong MA, Nikam M, Tavakoli A, Chemla E, Evans J, Malete H, Matyas L, Mogan I, Lazarides M, Ebner A, Shi Y, Shi Y, Zhang J, Cheng J, Frank LR, Melanie H, Dominique B, Michel G, Ikeda K, Yasuda T, Yotueda H, Nikam M, Ebah L, Jayanti A, Evans J, Kanigicherla D, Summers A, Manley G, Dutton G, Chalmers N, Mitra S, Checherita IA, Niculae A, Radulescu D, David C, Turcu FL, Ciocalteu A, Persic V, Persic V, Buturovic-Ponikvar J, Ponikvar R, Touam M, Touam M, Menoyo V, Drueke T, Rifaat M, Muresan C, Abtahi M, Koochakipour Z, Joly D, Baharani J, Rizvi S, Ng KP, Buzzi L, Sarcina C, Alberghini E, Ferrario F, Baragetti I, Santagostino G, Furiani S, Corghi E, Sarcina C, Terraneo V, Rastelli F, Bacchini G, Pozzi C, Adorati Menegato M, Mortellaro R, Locicero A, Romano A, Manzini PP, Steckiph D, Shintaku S, Kawanishi H, Moriishi M, Bansyodani M, Nakamura S, Saito M, Tsuchiya S, Barros F, Vaz R, Carvalho B, Neto R, Martins P, Pestana M, Likaj E, Likaj E, Seferi S, Rroji M, Idrizi A, Duraku A, Barbullushi M, Thereska N, Shintaku S, Kawanishi H, Moriishi M, Bansyodani M, Nakamura S, Saito M, Tsuchiya S. Vascular access. Nephrol Dial Transplant 2012. [DOI: 10.1093/ndt/gfs226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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