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Buller M, Fellin R, Bursey M, Galer M, Atkinson E, Beidleman BA, Marcello MJ, Driver K, Mesite T, Seay J, Weed L, Telfer B, King C, Frazee R, Moore C, Williamson JR. Gait instability and estimated core temperature predict exertional heat stroke. Br J Sports Med 2022; 56:446-451. [PMID: 35022161 DOI: 10.1136/bjsports-2021-104081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2021] [Indexed: 12/25/2022]
Abstract
OBJECTIVE Exertional heat stroke (EHS), characterised by a high core body temperature (Tcr) and central nervous system (CNS) dysfunction, is a concern for athletes, workers and military personnel who must train and perform in hot environments. The objective of this study was to determine whether algorithms that estimate Tcr from heart rate and gait instability from a trunk-worn sensor system can forward predict EHS onset. METHODS Heart rate and three-axis accelerometry data were collected from chest-worn sensors from 1806 US military personnel participating in timed 4/5-mile runs, and loaded marches of 7 and 12 miles; in total, 3422 high EHS-risk training datasets were available for analysis. Six soldiers were diagnosed with heat stroke and all had rectal temperatures of >41°C when first measured and were exhibiting CNS dysfunction. Estimated core temperature (ECTemp) was computed from sequential measures of heart rate. Gait instability was computed from three-axis accelerometry using features of pattern dispersion and autocorrelation. RESULTS The six soldiers who experienced heat stroke were among the hottest compared with the other soldiers in the respective training events with ECTemps ranging from 39.2°C to 40.8°C. Combining ECTemp and gait instability measures successfully identified all six EHS casualties at least 3.5 min in advance of collapse while falsely identifying 6.1% (209 total false positives) examples where exertional heat illness symptoms were neither observed nor reported. No false-negative cases were noted. CONCLUSION The combination of two algorithms that estimate Tcr and ataxic gate appears promising for real-time alerting of impending EHS.
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Affiliation(s)
- Mark Buller
- United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
| | - Rebecca Fellin
- United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
| | - Max Bursey
- Augusta University, Augusta, Georgia, USA
| | - Meghan Galer
- Martin Army Community Hospital, Fort Benning, Georgia, USA
| | - Emma Atkinson
- United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
| | - Beth A Beidleman
- United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
| | - Michael J Marcello
- United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
| | - Kyla Driver
- United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
| | - Timothy Mesite
- United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
| | - Joseph Seay
- United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA.,Natick Soldier Systems Center, Natick, Massachusetts, USA
| | - Lara Weed
- Massachusetts Institute of Technology Lincoln Laboratory, Lexington, Massachusetts, USA
| | - Brian Telfer
- Massachusetts Institute of Technology Lincoln Laboratory, Lexington, Massachusetts, USA
| | | | - Royce Frazee
- 75th Ranger Regiment, Fort Benning, Georgia, USA
| | | | - James R Williamson
- Massachusetts Institute of Technology Lincoln Laboratory, Lexington, Massachusetts, USA
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Jung YS, Kim HH, Yang HW, Choi S. Targeted temperature management in patients with severe heatstroke: Three case reports and treatment recommendations. Medicine (Baltimore) 2020; 99:e23159. [PMID: 33158002 PMCID: PMC7647579 DOI: 10.1097/md.0000000000023159] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
RATIONALE Unprecedented heatwaves over the past several years are getting worse with longer duration in the course of global warming. Heatstroke is a medical emergency with multiple organ involvement and life-threatening illness with a high mortality rate of up to 71%. Uncontrolled damage to the central nervous system can result in severe cerebral edema, permanent neurological sequelae, and death. However, regarding the therapeutic aspects of heat stroke, there was no therapeutic strategy after the rapid cooling of the core body temperature to <39°C to prevent further injury. PATIENT CONCERNS Each of 3 patients developed a change of mental statuses after the exposure to summer heatwaves or relatively high environmental temperatures with high humidity in the sauna. DIAGNOSES The patients were diagnosed with severe heatstroke since they showed cerebral edema and multiple organ dysfunction based on the results from laboratory tests and the findings in brain computed tomography scan. INTERVENTIONS The patients underwent induced therapeutic hypothermia (<36°C) between 24 and 36 hours in the management of severe heatstroke. OUTCOMES The patients survived from cerebral edema and multiple organ dysfunction. LESSONS We believe that targeted temperature management (<36°C) will help treat severe heatstroke. Thus it should be considered for reducing the chance of development of complications in multiple organs, especially in the central nervous system, when managing patients with severe heatstroke.
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Sardana V, Sharma SK, Saxena S. Heat Hyperpyrexia-Induced Cerebellar Degeneration and Anterior Horn Cell Degeneration: A Rare Manifestation. Ann Indian Acad Neurol 2019; 22:244-245. [PMID: 31007449 PMCID: PMC6472222 DOI: 10.4103/aian.aian_333_18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Affiliation(s)
- Vijay Sardana
- Department of Neurology, Government Medical College, Kota, Rajasthan, India
| | - Sunil Kumar Sharma
- Department of Neurology, Government Medical College, Kota, Rajasthan, India
| | - Sangeeta Saxena
- Department of Radio Diagnosis and Modern Imaging, Government Medical College, Kota, Rajasthan, India
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da Silva IRF, Frontera JA. Neurologic complications of acute environmental injuries. HANDBOOK OF CLINICAL NEUROLOGY 2017; 141:685-704. [PMID: 28190442 DOI: 10.1016/b978-0-444-63599-0.00037-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Environmental injuries can result in serious neurologic morbidity. This chapter reviews neurologic complications of thermal burns, smoke inhalation, lightning strikes, electric injury, near drowning, decompression illness, as well as heat stroke and accidental hypothermia. Knowing the pathophysiology and clinical presentation of such injuries is essential to proper management of primary and secondary medical complications. This chapter highlights the most frequently encountered neurologic injuries secondary to common environmental hazards, divided into the topics: injuries related to fire, electricity, water, and the extremes of temperature.
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Affiliation(s)
- I R F da Silva
- Neurocritical Care Unit, Americas Medical City, Rio de Janeiro, Brazil
| | - J A Frontera
- Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.
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Li Y, Wang Y, Ma L. An association study of CASQ1 gene polymorphisms and heat stroke. GENOMICS, PROTEOMICS & BIOINFORMATICS 2014; 12:127-32. [PMID: 24887214 PMCID: PMC4411341 DOI: 10.1016/j.gpb.2014.03.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 03/31/2014] [Indexed: 11/17/2022]
Abstract
Although molecular mechanisms of heat stroke under physiological and pathological conditions have not yet been elucidated, a novel disease-associated gene encoding a calcium-binding protein, calsequestrin-1 (CASQ1), was suggested relevant based on results from a transgenic murine model. Here, we show the association between single nucleotide polymorphisms (SNPs) of CASQ1 and physiological parameters for heat stroke from a study involving 150 patients. Pooled DNA from heat stroke patients were subjected to sequencing and 3 SNPs were identified. Genotypes were assigned for all patients according to g. 175A>G, one SNP which leads to a nonsynonymous substitution (N59D) in the first exon of human CASQ1 gene. We analyzed the genotypic data with a linear model based on significance scores between SNP (175A>G) and heat stroke parameters. As a result, we found a significant association between SNP A175G and heat stroke (P<0.05). Further bioinformatics analysis of the 1-Mb flanking sequence revealed the presence of two genes that encode DDB1 and CUL4 associated factor 8 (DCAF8), and peroxisomal biogenesis factor 19 (PEX19), respectively, which might be functionally related to CASQ1. Our results showed that the blood calcium of patients with allele D increased significantly, compared to patients with allele N (P<0.05), which may result from the decreased calcium in muscle, suggesting that N59D in CASQ1 might account for the dysfunction of CASQ1 in calcium regulation during heat stroke.
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Affiliation(s)
- Ying Li
- Department of Radiology, Chinese PLA Medical School, Beijing 100853, China
| | - Yu Wang
- Department of Health Medicine, Beijing Electric Power Hospital, Beijing 100073, China
| | - Lin Ma
- Department of Radiology, Chinese PLA Medical School, Beijing 100853, China.
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