Modulations of Hypoxic-Induced Changes in Body Temperature and Activity in Cohorts of Rats by an Affiliate Neural Network

Severe Acute Respiratory Syndrome (SARS) is a highly infectious disease caused by a coronavirus. Screening to detect potential SARS infected subject with elevated body temperature plays an important role in preventing the spread of SARS. The use of infrared (IR) thermal imaging cameras has thus been proposed as a non-invasive, speedy, cost-effective and fairly accurate means for mass blind screening of potential SARS infected persons. Infrared thermography provides a digital image showing temperature patterns. This has been previously utilized in the detection of inflammation and nerve dysfunctions. It is believed that IR cameras may potentially be used to detect subjects with fever, the cardinal symptom of SARS and avian influenza. The accuracy of the infrared system can, however, be affected by human, environmental, and equipment variables. It is also limited by the fact that the thermal imager measures the skin temperature and not the body core temperature. Thus, the use of IR thermal systems at various checkpoints for mass screening of febrile persons is scientifically unjustified such as what is the false negative rate and most importantly not to create false sense of security. This paper aims to study the effectiveness of infrared systems for its application in mass blind screening to detect subjects with elevated body temperature. For this application, it is critical for thermal imagers to be able to identify febrile from normal subjects accurately. Minimizing the number of false positive and false negative cases improves the efficiency of the screening stations. False negative results should be avoided at all costs, as letting a SARS infected person through the screening process may result in potentially catastrophic results. Hitherto, there is lack of empirical data in correlating facial skin with body temperature. The current work evaluates the correlations (and classification) between the facial skin temperatures to the aural temperature using the artificial neural network approach to confirm the suitability of the thermal imagers for human temperature screening. We show that the Train Back Propagation and Kohonen self-organizing map (SOM) can form an opinion about the type of network that is better to complement thermogram technology in fever diagnosis to drive a better parameters for reducing the size of the neural network classifier while maintaining good classification accuracy.

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Hypoxia-induced changes in shivering and body temperature

Journal of Applied Physiology ◽

10.1152/jappl.1987.62.6.2477 ◽

1987 ◽

Vol 62 (6) ◽

pp. 2477-2484 ◽

Cited By ~ 48

Author(s):

H. Gautier ◽

M. Bonora ◽

S. A. Schultz ◽

J. E. Remmers

Keyword(s):

Central Nervous System ◽

Body Temperature ◽

Room Temperature ◽

Co2 Concentration ◽

Hypoxic Conditions ◽

O2 Concentration ◽

The Central Nervous System ◽

Induced Changes ◽

Maintain Body Temperature ◽

Ambient Hypoxia

Experiments were carried out on conscious cats to evaluate the general characteristics and modes of action of hypoxia on thermoregulation during cold stress. Intact and carotid-denervated (CD) conscious cats were exposed to ambient hypoxia (low inspired O2 fraction) or CO hypoxia in prevailing laboratory (23–25 degrees C) or cold (5–8 degrees C) environments. In the cold, both groups promptly decreased shivering and body temperature when exposed to either type of hypoxia. Small increases in CO2 concentration reinstituted shivering in both groups. At the same inspired concentration of O2, CD animals decreased shivering and body temperature more than intact cats. While this difference resulted, in part, from a lower alveolar PO2 in CD cats, a difference between intact and CD cats was apparent when the two groups were compared at the same alveolar PO2. During more prolonged hypoxia (45 min), shivering returned but did not reach normoxic levels, and body temperature tended to stabilize at a hypothermic value. Exposure to various levels of hypoxia produced graded suppression of shivering, with the result that the change in body temperature varied directly with inspired O2 concentration. Hypoxia appears to act on the central nervous system to suppress shivering and sinus nerve afferents appear to counteract this direct effect of hypoxia. In intact cats, this counteraction appears to be sufficient to maintain body temperature under hypoxic conditions at room temperature but not in the cold.

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Temperature-Induced Changes in Reperfused Stroke: Inflammatory and Thrombolytic Biomarkers

Journal of Clinical Medicine ◽

10.3390/jcm9072108 ◽

2020 ◽

Vol 9 (7) ◽

pp. 2108

Author(s):

Paulo Ávila-Gómez ◽

Pablo Hervella ◽

Andrés Da Silva-Candal ◽

María Pérez-Mato ◽

Manuel Rodríguez-Yáñez ◽

...

Keyword(s):

Body Temperature ◽

Clot Lysis ◽

Necrosis Factor Alpha ◽

Poor Outcome ◽

Tnf Α ◽

Influence Of Temperature On ◽

Factor Alpha ◽

Higher Temperature ◽

Poor Outcomes ◽

Induced Changes

Although hyperthermia is associated with poor outcomes in ischaemic stroke (IS), some studies indicate that high body temperature may benefit reperfusion therapies. We assessed the association of temperature with effective reperfusion (defined as a reduction of ≥8 points in the National Institute of Health Stroke Scale (NIHSS) within the first 24 h) and poor outcome (modified Rankin Scale (mRS) > 2) in 875 retrospectively-included IS patients. We also studied the influence of temperature on thrombolytic (cellular fibronectin (cFn); matrix metalloproteinase 9 (MMP-9)) and inflammatory biomarkers (tumour necrosis factor-alpha (TNF-α), interleukin 6 (IL-6)) and their relationship with effective reperfusion. Our results showed that a higher temperature at 24 but not 6 h after stroke was associated with failed reperfusion (OR: 0.373, p = 0.001), poor outcome (OR: 2.190, p = 0.005) and higher IL-6 levels (OR: 0.958, p < 0.0001). Temperature at 6 h was associated with higher MMP-9 levels (R = 0.697; p < 0.0001) and effective reperfusion, although this last association disappeared after adjusting for confounding factors (OR: 1.178, p = 0.166). Our results suggest that body temperature > 37.5 °C at 24 h, but not at 6 h after stroke, is correlated with reperfusion failure, poor clinical outcome, and infarct size. Mild hyperthermia (36.5–37.5 °C) in the first 6 h window might benefit drug reperfusion therapies by promoting clot lysis.

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Ambient temperature modulates hypoxic-induced changes in rat body temperature and activity differentially

AJP Regulatory Integrative and Comparative Physiology ◽

10.1152/ajpregu.2001.280.4.r1190 ◽

2001 ◽

Vol 280 (4) ◽

pp. R1190-R1196 ◽

Cited By ~ 16

Author(s):

B. Bishop ◽

G. Silva ◽

J. Krasney ◽

H. Nakano ◽

A. Roberts ◽

...

Keyword(s):

Body Temperature ◽

Ambient Temperature ◽

Induced Responses ◽

Brain Pathology ◽

Level Of Activity ◽

Time Courses ◽

Induced Changes ◽

Subsequent Rise ◽

The Brain

When rats, acclimated to an ambient temperature (Ta) of 29°C, are exposed to 10% O2 for 63 h, the circadian rhythms of body temperature (Tb) and level of activity (La) are abolished, Tb falls to a hypothermic nadir followed by a climb to a hyperthermic peak, Laremains depressed (Bishop B, Silva G, Krasney J, Salloum A, Roberts A, Nakano H, Shucard D, Rifkin D, and Farkas G. Am J Physiol Regulatory Integrative Comp Physiol 279: R1378–R1389, 2000), and overt brain pathology is detected (Krasney JA, Farkas G, Shucard DW, Salloum AC, Silva G, Roberts A, Rifkin D, Bishop B, and Rubio A. Soc Neurosci Abstr 25: 581, 1999). To determine the role of Ta in these hypoxic-induced responses, Tb and La data were detected by telemetry every 15 min for 48 h on air, followed by 63 h on 10% O2 from rats acclimated to 25 or 21°C. Magnitudes and rates of decline in Tb after onset of hypoxia were inversely proportional to Ta, whereas magnitudes and rates of Tb climb after the hypothermic nadir were directly proportional to Ta. No hyperthermia, so prominent at 29°C, occurred at 25 or 21°C. The hypoxic depression of La was least at 21°C and persisted throughout the hypoxia. In contrast, Ta was a strong determinant of the magnitudes and time courses of the initial fall and subsequent rise in Tb. We propose that the absence of hyperthermia at 21 and 25°C as well as a persisting hypothermia may protect the brain from overt pathology.

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