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Rose N, Pang DJ, Davies J, McGregor G, Rossi TM, Wobeser B. A retrospective study of perianesthetic and sedation deaths in dogs and cats submitted to Canadian veterinary diagnostic laboratories. THE CANADIAN VETERINARY JOURNAL = LA REVUE VETERINAIRE CANADIENNE 2024; 65:1157-1164. [PMID: 39494188 PMCID: PMC11486110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 11/05/2024]
Abstract
Background Perianesthetic death or sedation death in companion animals is an infrequent but devastating complication. Few studies have investigated the pathology associated with these deaths. Objective To determine clinical features and postmortem findings for submissions to multiple Canadian diagnostic laboratories from perianesthetic/sedation deaths in dogs and cats. Animals and procedure Laboratory Information Management Systems were retrospectively reviewed for cases of perianesthetic/sedation death in dogs and cats. Inclusion criteria were: i) whole-body submissions and ii) death within 7 d after the procedure. Results Pathology reports determined the cause of death in 43% of dogs (73/168) and 34% of cats (50/147). Spay/neuter surgeries were the most common procedure for which animals were submitted (dogs: n = 72, 31%; cats: n = 111, 58%). The American Society of Anesthesiologists physical status in these animals was low (ASA status I or II) in 94% of dogs (68/72) and 93% of cats (103/111). Clinical history was considered incomplete in 60.3% of cases (242/401). Conclusion and clinical relevance These results had similar trends to those in previous studies that identified an important proportion of submissions for perianesthetic/sedation deaths lacked significant lesions to explain the cause of death. This study also identified spay/neuter procedures were involved in the largest proportion of submissions, despite their low pre-anesthetic/sedation risk.
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Affiliation(s)
- Nicole Rose
- Department of Veterinary Pathology, Western College of Veterinary Medicine, University of Saskatchewan, 52 Campus Drive, Saskatoon, Saskatchewan S7N 5B4 (Rose, Wobeser); Department of Veterinary Clinical and Diagnostic Sciences, University of Calgary Faculty of Veterinary Medicine, 3280 Hospital Drive NW, Calgary, Alberta T2N 4Z6 (Pang, Davies); Animal Health Centre, 1767 Angus Campbell Road, Abbotsford, British Columbia V3G 2M3 (McGregor); Animal Health Laboratory, University of Guelph, 419 Gordon Street, Guelph, Ontario N1G 2W1 (Rossi)
| | - Daniel J Pang
- Department of Veterinary Pathology, Western College of Veterinary Medicine, University of Saskatchewan, 52 Campus Drive, Saskatoon, Saskatchewan S7N 5B4 (Rose, Wobeser); Department of Veterinary Clinical and Diagnostic Sciences, University of Calgary Faculty of Veterinary Medicine, 3280 Hospital Drive NW, Calgary, Alberta T2N 4Z6 (Pang, Davies); Animal Health Centre, 1767 Angus Campbell Road, Abbotsford, British Columbia V3G 2M3 (McGregor); Animal Health Laboratory, University of Guelph, 419 Gordon Street, Guelph, Ontario N1G 2W1 (Rossi)
| | - Jennifer Davies
- Department of Veterinary Pathology, Western College of Veterinary Medicine, University of Saskatchewan, 52 Campus Drive, Saskatoon, Saskatchewan S7N 5B4 (Rose, Wobeser); Department of Veterinary Clinical and Diagnostic Sciences, University of Calgary Faculty of Veterinary Medicine, 3280 Hospital Drive NW, Calgary, Alberta T2N 4Z6 (Pang, Davies); Animal Health Centre, 1767 Angus Campbell Road, Abbotsford, British Columbia V3G 2M3 (McGregor); Animal Health Laboratory, University of Guelph, 419 Gordon Street, Guelph, Ontario N1G 2W1 (Rossi)
| | - Glenna McGregor
- Department of Veterinary Pathology, Western College of Veterinary Medicine, University of Saskatchewan, 52 Campus Drive, Saskatoon, Saskatchewan S7N 5B4 (Rose, Wobeser); Department of Veterinary Clinical and Diagnostic Sciences, University of Calgary Faculty of Veterinary Medicine, 3280 Hospital Drive NW, Calgary, Alberta T2N 4Z6 (Pang, Davies); Animal Health Centre, 1767 Angus Campbell Road, Abbotsford, British Columbia V3G 2M3 (McGregor); Animal Health Laboratory, University of Guelph, 419 Gordon Street, Guelph, Ontario N1G 2W1 (Rossi)
| | - Tanya M Rossi
- Department of Veterinary Pathology, Western College of Veterinary Medicine, University of Saskatchewan, 52 Campus Drive, Saskatoon, Saskatchewan S7N 5B4 (Rose, Wobeser); Department of Veterinary Clinical and Diagnostic Sciences, University of Calgary Faculty of Veterinary Medicine, 3280 Hospital Drive NW, Calgary, Alberta T2N 4Z6 (Pang, Davies); Animal Health Centre, 1767 Angus Campbell Road, Abbotsford, British Columbia V3G 2M3 (McGregor); Animal Health Laboratory, University of Guelph, 419 Gordon Street, Guelph, Ontario N1G 2W1 (Rossi)
| | - Bruce Wobeser
- Department of Veterinary Pathology, Western College of Veterinary Medicine, University of Saskatchewan, 52 Campus Drive, Saskatoon, Saskatchewan S7N 5B4 (Rose, Wobeser); Department of Veterinary Clinical and Diagnostic Sciences, University of Calgary Faculty of Veterinary Medicine, 3280 Hospital Drive NW, Calgary, Alberta T2N 4Z6 (Pang, Davies); Animal Health Centre, 1767 Angus Campbell Road, Abbotsford, British Columbia V3G 2M3 (McGregor); Animal Health Laboratory, University of Guelph, 419 Gordon Street, Guelph, Ontario N1G 2W1 (Rossi)
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Semyachkina-Glushkovskaya O, Sergeev K, Semenova N, Slepnev A, Karavaev A, Hramkov A, Prokhorov M, Borovkova E, Blokhina I, Fedosov I, Shirokov A, Dubrovsky A, Terskov A, Manzhaeva M, Krupnova V, Dmitrenko A, Zlatogorskaya D, Adushkina V, Evsukova A, Tuzhilkin M, Elizarova I, Ilyukov E, Myagkov D, Tuktarov D, Kurths J. Machine Learning Technology for EEG-Forecast of the Blood-Brain Barrier Leakage and the Activation of the Brain's Drainage System during Isoflurane Anesthesia. Biomolecules 2023; 13:1605. [PMID: 38002287 PMCID: PMC10669477 DOI: 10.3390/biom13111605] [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: 09/18/2023] [Revised: 10/11/2023] [Accepted: 10/18/2023] [Indexed: 11/26/2023] Open
Abstract
Anesthesia enables the painless performance of complex surgical procedures. However, the effects of anesthesia on the brain may not be limited only by its duration. Also, anesthetic agents may cause long-lasting changes in the brain. There is growing evidence that anesthesia can disrupt the integrity of the blood-brain barrier (BBB), leading to neuroinflammation and neurotoxicity. However, there are no widely used methods for real-time BBB monitoring during surgery. The development of technologies for an express diagnosis of the opening of the BBB (OBBB) is a challenge for reducing post-surgical/anesthesia consequences. In this study on male rats, we demonstrate a successful application of machine learning technology, such as artificial neural networks (ANNs), to recognize the OBBB induced by isoflurane, which is widely used in surgery. The ANNs were trained on our previously presented data obtained on the sound-induced OBBB with an 85% testing accuracy. Using an optical and nonlinear analysis of the OBBB, we found that 1% isoflurane does not induce any changes in the BBB, while 4% isoflurane caused significant BBB leakage in all tested rats. Both 1% and 4% isoflurane stimulate the brain's drainage system (BDS) in a dose-related manner. We show that ANNs can recognize the OBBB induced by 4% isoflurane in 57% of rats and BDS activation induced by 1% isoflurane in 81% of rats. These results open new perspectives for the development of clinically significant bedside technologies for EEG-monitoring of OBBB and BDS.
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Affiliation(s)
- Oxana Semyachkina-Glushkovskaya
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
- Physics Department, Humboldt University, Newtonstrasse 15, 12489 Berlin, Germany
| | - Konstantin Sergeev
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
| | - Nadezhda Semenova
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
| | - Andrey Slepnev
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
| | - Anatoly Karavaev
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
- Institute of Radio Engineering and Electronics of RAS, Zelenaya Str. 38, 410019 Saratov, Russia
- Research Institute of Cardiology, Saratov State Medical University, B. Kazachaya Str. 112, 410012 Saratov, Russia
| | - Alexey Hramkov
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
- Institute of Radio Engineering and Electronics of RAS, Zelenaya Str. 38, 410019 Saratov, Russia
| | - Mikhail Prokhorov
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
- Institute of Radio Engineering and Electronics of RAS, Zelenaya Str. 38, 410019 Saratov, Russia
| | - Ekaterina Borovkova
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
- Institute of Radio Engineering and Electronics of RAS, Zelenaya Str. 38, 410019 Saratov, Russia
- Research Institute of Cardiology, Saratov State Medical University, B. Kazachaya Str. 112, 410012 Saratov, Russia
| | - Inna Blokhina
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Ivan Fedosov
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
| | - Alexander Shirokov
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
- Institute of Biochemistry and Physiology of Plants and Microorganisms, Russian Academy of Sciences, Prospekt Entuziastov 13, 410049 Saratov, Russia
| | - Alexander Dubrovsky
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
| | - Andrey Terskov
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Maria Manzhaeva
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Valeria Krupnova
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Alexander Dmitrenko
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Daria Zlatogorskaya
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Viktoria Adushkina
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Arina Evsukova
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Matvey Tuzhilkin
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Inna Elizarova
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
| | - Egor Ilyukov
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
| | - Dmitry Myagkov
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
| | - Dmitry Tuktarov
- Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (K.S.); (N.S.); (A.S.); (A.K.); (M.P.); (E.B.); (I.F.); (A.D.); (E.I.); (D.T.)
| | - Jürgen Kurths
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia; (I.B.); (A.S.); (A.T.); (M.M.); (V.K.); (A.D.); (D.Z.); (V.A.); (A.E.); (M.T.); (I.E.); (J.K.)
- Physics Department, Humboldt University, Newtonstrasse 15, 12489 Berlin, Germany
- Centre for Analysis of Complex Systems, Sechenov First Moscow State Medical University, Bolshaya Pirogovskaya 2, Building 4, 119435 Moscow, Russia
- Potsdam Institute for Climate Impact Research, Telegrafenberg A31, 14473 Potsdam, Germany
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