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Carroll MS, Reed DW, Kuntz NL, Weese-Mayer DE. Novel methods of imaging and analysis for the thermoregulatory sweat test. J Appl Physiol (1985) 2018; 125:755-762. [PMID: 29878873 DOI: 10.1152/japplphysiol.01086.2017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The thermoregulatory sweat test (TST) can be central to the identification and management of disorders affecting sudomotor function and small sensory and autonomic nerve fibers, but the cumbersome nature of the standard testing protocol has prevented its widespread adoption. A high-resolution, quantitative, clean and simple assay of sweating could significantly improve identification and management of these disorders. Images from 89 clinical TSTs were analyzed retrospectively using two novel techniques. First, using the standard indicator powder, skin surface sweat distributions were determined algorithmically for each patient. Second, a fundamentally novel method using thermal imaging of forced evaporative cooling was evaluated through comparison with the standard technique. Correlation and receiver operating characteristic analyses were used to determine the degree of match between these methods, and the potential limits of thermal imaging were examined through cumulative analysis of all studied patients. Algorithmic encoding of sweating and nonsweating regions produces a more objective analysis for clinical decision-making. Additionally, results from the forced cooling method correspond well with those from indicator powder imaging, with a correlation across spatial regions of -0.78 (confidence interval: -0.84 to -0.71). The method works similarly across body regions, and frame-by-frame analysis suggests the ability to identify sweating regions within ~1 s of imaging. Although algorithmic encoding can enhance the standard sweat testing protocol, thermal imaging with forced evaporative cooling can dramatically improve the TST by making it less time consuming and more patient friendly than the current approach. NEW & NOTEWORTHY The thermoregulatory sweat test (TST) can be central to the identification and management of several common neurological disorders, but the cumbersome nature of the standard testing protocol has prevented its widespread adoption. In this study, images from 89 clinical TSTs were analyzed retrospectively using two novel techniques. Our results suggest that these improved methods could make sweat testing more reliable and acceptable for screening and management of a range of neurological disorders.
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Affiliation(s)
- Michael S Carroll
- Center for Autonomic Medicine in Pediatrics (CAMP), Ann & Robert H. Lurie Children's Hospital of Chicago and Stanley Manne Children's Research Institute , Chicago, Illinois.,Northwestern University Feinberg School of Medicine , Chicago, Illinois
| | - David W Reed
- Northwestern University Feinberg School of Medicine , Chicago, Illinois
| | - Nancy L Kuntz
- Center for Autonomic Medicine in Pediatrics (CAMP), Ann & Robert H. Lurie Children's Hospital of Chicago and Stanley Manne Children's Research Institute , Chicago, Illinois.,Northwestern University Feinberg School of Medicine , Chicago, Illinois
| | - Debra E Weese-Mayer
- Center for Autonomic Medicine in Pediatrics (CAMP), Ann & Robert H. Lurie Children's Hospital of Chicago and Stanley Manne Children's Research Institute , Chicago, Illinois.,Northwestern University Feinberg School of Medicine , Chicago, Illinois
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Faust O, Rajendra Acharya U, Ng EYK, Hong TJ, Yu W. Application of infrared thermography in computer aided diagnosis. INFRARED PHYSICS & TECHNOLOGY 2014; 66:160-175. [PMID: 32288546 PMCID: PMC7108233 DOI: 10.1016/j.infrared.2014.06.001] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Indexed: 05/20/2023]
Abstract
The invention of thermography, in the 1950s, posed a formidable problem to the research community: What is the relationship between disease and heat radiation captured with Infrared (IR) cameras? The research community responded with a continuous effort to find this crucial relationship. This effort was aided by advances in processing techniques, improved sensitivity and spatial resolution of thermal sensors. However, despite this progress fundamental issues with this imaging modality still remain. The main problem is that the link between disease and heat radiation is complex and in many cases even non-linear. Furthermore, the change in heat radiation as well as the change in radiation pattern, which indicate disease, is minute. On a technical level, this poses high requirements on image capturing and processing. On a more abstract level, these problems lead to inter-observer variability and on an even more abstract level they lead to a lack of trust in this imaging modality. In this review, we adopt the position that these problems can only be solved through a strict application of scientific principles and objective performance assessment. Computing machinery is inherently objective; this helps us to apply scientific principles in a transparent way and to assess the performance results. As a consequence, we aim to promote thermography based Computer-Aided Diagnosis (CAD) systems. Another benefit of CAD systems comes from the fact that the diagnostic accuracy is linked to the capability of the computing machinery and, in general, computers become ever more potent. We predict that a pervasive application of computers and networking technology in medicine will help us to overcome the shortcomings of any single imaging modality and this will pave the way for integrated health care systems which maximize the quality of patient care.
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Affiliation(s)
- Oliver Faust
- School of Science and Engineering, Habib University, Karachi 75350, Pakistan
| | - U Rajendra Acharya
- Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore 599489, Singapore
| | - E Y K Ng
- School of Mechanical & Production Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore, Singapore
| | - Tan Jen Hong
- Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore 599489, Singapore
| | - Wenwei Yu
- Department of Medical System Engineering, Chiba University, Chiba 263-8522, Japan
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Lahiri BB, Bagavathiappan S, Jayakumar T, Philip J. Medical applications of infrared thermography: A review. INFRARED PHYSICS & TECHNOLOGY 2012; 55:221-235. [PMID: 32288544 PMCID: PMC7110787 DOI: 10.1016/j.infrared.2012.03.007] [Citation(s) in RCA: 404] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2012] [Indexed: 05/02/2023]
Abstract
Abnormal body temperature is a natural indicator of illness. Infrared thermography (IRT) is a fast, passive, non-contact and non-invasive alternative to conventional clinical thermometers for monitoring body temperature. Besides, IRT can also map body surface temperature remotely. Last five decades witnessed a steady increase in the utility of thermal imaging cameras to obtain correlations between the thermal physiology and skin temperature. IRT has been successfully used in diagnosis of breast cancer, diabetes neuropathy and peripheral vascular disorders. It has also been used to detect problems associated with gynecology, kidney transplantation, dermatology, heart, neonatal physiology, fever screening and brain imaging. With the advent of modern infrared cameras, data acquisition and processing techniques, it is now possible to have real time high resolution thermographic images, which is likely to surge further research in this field. The present efforts are focused on automatic analysis of temperature distribution of regions of interest and their statistical analysis for detection of abnormalities. This critical review focuses on advances in the area of medical IRT. The basics of IRT, essential theoretical background, the procedures adopted for various measurements and applications of IRT in various medical fields are discussed in this review. Besides background information is provided for beginners for better understanding of the subject.
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Affiliation(s)
- B B Lahiri
- Smart Materials and Radiation Techniques Section, Non-Destructive Evaluation Division, Metallurgy and Materials Group, Indira Gandhi Centre for Atomic Research, Kalpakkam 603 102, Tamil Nadu, India
| | - S Bagavathiappan
- Smart Materials and Radiation Techniques Section, Non-Destructive Evaluation Division, Metallurgy and Materials Group, Indira Gandhi Centre for Atomic Research, Kalpakkam 603 102, Tamil Nadu, India
| | - T Jayakumar
- Smart Materials and Radiation Techniques Section, Non-Destructive Evaluation Division, Metallurgy and Materials Group, Indira Gandhi Centre for Atomic Research, Kalpakkam 603 102, Tamil Nadu, India
| | - John Philip
- Smart Materials and Radiation Techniques Section, Non-Destructive Evaluation Division, Metallurgy and Materials Group, Indira Gandhi Centre for Atomic Research, Kalpakkam 603 102, Tamil Nadu, India
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Abstract
From the historic and simple assessment of temperature by the clinical thermometer, modern infrared technology has opened up new perspectives, especially in the use of thermal imaging to map body surface temperature with a remote sensing camera. Since the 1960s, there is now a greater understanding of thermal physiology and the relationship between skin temperature and blood perfusion. Furthermore, the examination technique, and the advantages of computer-aided digital imaging has greatly improved the reliability of this technology in medicine. Studies in diabetology have shown the value of this new facility and its relevance to clinical assessment of peripheral perfusion and tissue viability.
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Affiliation(s)
- Francis Ring
- Medical Imaging Research Unit, Faculty of Advanced Technology, University of Glamorgan, Pontypridd, United Kingdom.
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Valensi P, Smagghue O, Pariès J, Velayoudon P, Lormeau B, Attali JR. Impairment of skin vasoconstrictive response to sympathetic activation in obese patients: influence of rheological disorders. Metabolism 2000; 49:600-6. [PMID: 10831169 DOI: 10.1016/s0026-0495(00)80034-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Alterations of cardiac vagosympathetic activity have been suggested in obesity. We have previously shown that the skin vasoconstrictive response to sympathetic activation is reduced in non-insulin-dependent diabetic patients. The present study investigates the skin vasoconstrictive response to sympathetic activation in nondiabetic obese patients and the influence of clinical and rheological factors. Fifty-seven obese and 18 healthy women were investigated. The resting cutaneous blood flow (CBF) and CBF response to three tests that activate the sympathetic nervous system (deep breathing, Valsalva maneuver, and sitting to standing) were measured by a laser Doppler device. The red blood cell (RBC) filtration index (FI) and RBC aggregation were measured using a Hanss hemorrheometer and a Myrenne aggregometer (Myrenne, Roetgen, Germany), respectively. Resting CBF was not significantly different in obese and control subjects. The vasoconstrictive response to the deep-breathing and sitting-to-standing tests expressed as the decrease in CBF was significantly lower in obese patients versus controls (43.9% +/- 3.1% v 73.7% +/- 17.9%, P = .01, and 67.1% +/- 3.8% v 89.8% +/- 12.0%, P = .02, respectively). The spontaneous basal CBF variations and the downward slope of the CBF reduction during the Valsalva and sitting-to-standing tests correlated negatively with age in obese patients (P = .042, .022, and .008, respectively). During the sitting-to-standing test, the percent change in CBF correlated positively with RBC aggregation at a shear rate of 0 and 3 s(-1) (P = .011 and .017, respectively). In conclusion, (1) CBF assessment by laser Doppler flowmetry is an effective noninvasive method to investigate sympathetic nervous function in obese patients; (2) obesity is associated with a significant reduction in the vasoconstrictive response to two tests for sympathetic activation, the deep-breathing and sitting-to-standing tests; (3) the severity of this reduction increases with age; and (4) RBC aggregation may contribute to the increase in the vasoconstrictive response and may thus increase the risk of widespread cardiovascular disease.
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Affiliation(s)
- P Valensi
- Department of Endocrinology-Diabetology-Nutrition, Jean Verdier Hospital, Paris Nord University, Bondy, France
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Valensi P, Smagghue O, Pariès J, Velayoudon P, Nguyen TN, Attali JR. Peripheral vasoconstrictor responses to sympathetic activation in diabetic patients: relationship with rheological disorders. Metabolism 1997; 46:235-41. [PMID: 9054462 DOI: 10.1016/s0026-0495(97)90246-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The sympathetic nervous system regulates peripheral blood flow. This study investigated sympathetic vascular control in diabetic patients by measuring cutaneous blood flow (CBF) with a laser Doppler device at rest and during three sympathetic activation tests: deep-breathing, changing positions from sitting to standing, and using the Valsalva maneuver. The influence of various factors, particularly rheological changes, was also assessed. Forty-two type II diabetes mellitus (non-insulin-dependent [NIDDM]) patients and 14 control subjects were studied. The mean value and standard deviation (SD) of basal CBF at rest were not significantly different in the two groups. In 12 NIDDM patients, the SD was less than the lowest limit found in the controls. During the three tests, the reduction in CBF and its downward slope were lower in NIDDM patients than in controls, with the greatest difference occurring during the deep-breathing test. During this test, the downward slope of CBF was less than the lowest control level in 14 NIDDM patients. The log SD of basal CBF correlated with the decrease in CBF during the sitting-to-standing and Valsalva tests in control subjects and during all three tests in NIDDM patients. In NIDDM patients, log mean basal CBF correlated negatively with the log erythrocyte filtration index ([FI] an index of rigidity) and positively with hemoglobin A1c (HbA1c). The log downward slope of CBF during the deep-breathing test correlated negatively with log erythrocyte Fl. The log downward slope of CBF during the sitting-to-standing and Valsalva tests correlated positively with total cholesterol and triglycerides, respectively. Basal CBF and the CBF response to these tests did not correlate with retinopathy, nephropathy, peripheral neuropathy, or heart rate variations during these tests. This study suggests that CBF assessment by laser Doppler flowmetry affords an attractive noninvasive way to investigate sympathetic nervous function in diabetic patients. The amplitude of changes in basal CBF and the decrease in CBF during the deep-breathing test show that this is a simple and sensitive procedure for detecting sympathetic nerve dysfunction. Moreover, theological blood properties and metabolic factors seem to strongly influence resting CBF and vasomotor reflexes.
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Affiliation(s)
- P Valensi
- Department of Endocrinology-Diabetology-Nutrition, Paris-Nord University, Bondy, France
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Fushimi H, Inoue T, Yamada Y, Matsuyama Y, Kubo M, Kameyama M. Abnormal vasoreaction of peripheral arteries to cold stimulus of both hands in diabetics. Diabetes Res Clin Pract 1996; 32:55-9. [PMID: 8803482 DOI: 10.1016/0168-8227(96)01222-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Abnormal vasoreactions of peripheral arteries to cold stimulus of both hands were studied in controls and NIDDM patients by measuring changes of toe skin temperatures using thermography, and compared with thickness and calcification of wall and inner diameters of popliteal and dorsal pedal arteries using B mode ultrasonic imaging. Cold stimulated vasoreactions were divided into four patterns: (1) normal type (skin temperature going up and down within 1 degree C on the basal line), (2) increasing type (temperature going up), (3) decreasing type (temperature going down) and (4) flat type (no change of temperature). The difference in patterns was suggested to be related to the degree of atherosclerotic changes of the dorsal pedal artery obtained from the ultrasonic studies. The mechanism of abnormal vasoreactions of arteries with atherosclerosis is not clear, but cold stimulated thermography may be a useful tool in evaluating the state of peripheral atherosclerosis.
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Affiliation(s)
- H Fushimi
- Department of Medicine, Sumitomo Hospital, Osaka, Japan
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Fushimi H, Inoue T, Yamada Y, Matsuyama Y, Kameyama M. Profound vasoconstrictive effect of cigarette smoking in diabetics with autonomic neuropathy. Diabetes Res Clin Pract 1992; 16:191-5. [PMID: 1425139 DOI: 10.1016/0168-8227(92)90116-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Changes in leg skin temperature during and after cigarette smoking were examined in 25 diabetics with autonomic neuropathy (au-neuropathy) (mean age 52 +/- 2 years) and 23 without (mean age 49 +/- 2 years), and 15 normal controls (mean age 49 +/- 2 years) using a Thermoviewer JTG 3300. All subjects were habitual smokers. Japanese Seven Star cigarettes (each containing 1.2 mg nicotine) were used for the test. Tender brand cigarettes (0.3 mg) were used additionally to compare the effect of nicotine content on the results. The smoking-stimulated thermographic pattern in the control group was rather flat, with a slight decrease in temperature followed by a slight increase before returning to the baseline level 15-20 min after smoking. The frequency of the typical temperature decreasing pattern, characterized by a profound decrease and gradual return to the baseline level in about 1 h, was significantly higher in the diabetic group than in the control group (33/48 vs 1/15; P less than 0.005). A comparison of the two diabetic subgroups revealed that the frequency was considerably higher in the subgroup with au-neuropathy (23/25 vs 10/23). These results suggest that au-neuropathy affects smoking-induced vasoconstriction in diabetic subjects. The maximum temperature decreases recorded were 1.5 +/- 2.0 and 2.69 +/- 0.24 degrees C in the controls and diabetics with au-neuropathy, respectively. The effect of Tender cigarettes with a low nicotine content was much weaker than that of Seven Star, which further suggests that smoking-induced vasoconstriction was also nicotine-dependent.
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Affiliation(s)
- H Fushimi
- Department of Medicine, Sumitomo Hospital, Osaka, Japan
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Donk AF, Faes TJ, Broere D, van der Veen EA, Bertelsmann FW. Quantitation of skin vasomotor control in normal subjects and in diabetic patients with autonomic neuropathy. J Neurol 1990; 237:457-60. [PMID: 2074445 DOI: 10.1007/bf00314761] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Peripheral autonomic neuropathy in diabetes has been difficult to evaluate. We have developed a test to quantitate sympathetic skin vasomotor function in the extremities. Skin vasomotor reflexes were investigated after warming and cooling the left arm and recording changes in skin temperature as a measure of skin blood flow in the right hand and both feet. Twenty-three diabetic patients with cardiac autonomic neuropathy and 28 healthy control subjects were examined. In contrast to the healthy subjects, the diabetic patients showed reduced or even absent responses in skin temperature to both warming and cooling. The rate of skin temperature decrease for the hand and feet during cooling, which was used as the actual parameter to quantitate skin vasomotor control, was significantly reduced in the diabetic group as compared with the healthy control subjects. We conclude that this technique provides a simple non-invasive method for quantitating skin vasomotor function in the extremities of diabetic patients.
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Affiliation(s)
- A F Donk
- Department of Medical Physics, Free University Hospital, Amsterdam, The Netherlands
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Ionescu-Tirgoviste C, Pruna S, Mincu I. Peripheral sympathetic neuropathy evaluated by recording the evoked electrodermal response using an impedance reactometer. Diabetes Res Clin Pract 1990; 9:201-9. [PMID: 2226119 DOI: 10.1016/0168-8227(90)90046-v] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Autonomic nervous dysfunction was indirectly evaluated on the basis of the skin electrical resistance relative variation (SERV), recorded by our recently developed system, with two pairs of surface electrodes placed on the palm and on the sole of the foot, after the application to the subject of a sensory stimulus (sound 60 dB, 860 Hz, 0.5 s duration) or in the course of a Valsalva manoeuvre. The results were digitally measured and recorded on thermosensitive millimetric paper analysing the following parameters: latency (LT), i.e. the time interval(s) between application of the stimulus and onset of SERV, both at palm (LTh) and foot (LTf); amplitude of the response (mm) recorded and evaluated in the form of SERV; velocity of the response as rate of time change (Vr) and autonomic conduction velocity, -ACV (m/s), calculated by the height/LT ratio. The present study refers to a group of 60 diabetic patients: 32 F/28 M; mean age +/- SD 46.8 +/- 11.8 years; 29 insulin-dependent, 21 non-insulin-dependent; duration of diabetes 8.6 +/- 4.6 years. The data were compared to those recorded in a group of 50 nondiabetics (22 F/28 M; mean age 47.5 +/- 14.1 years) who were apparently healthy. A significant statistical difference (P less than 0.001) was found between diabetic patients and controls for all studied parameters: LTh (s) 2.65 +/- 1.2 vs. 1.91 +/- 0.6; LTf(s) 3.6 +/- 1.4 vs. 2.6 +/- 0.7; SERV (mm) 7.5 +/- 4.8 vs. 18.5 +/- 6.6; Vr (mm) 4.4 +/- 2.1 vs. 13.5 +/- 5.3; ACT (m/s) 0.41 +/- 0.23 vs. 0.97 +/- 0.18.(ABSTRACT TRUNCATED AT 250 WORDS)
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Gilmore JE, Allen JA, Hayes JR. A comparison of peripheral vasoconstrictor responses and cardiovascular autonomic function tests in diabetic patients. Diabetologia 1990; 33:350-6. [PMID: 2103725 DOI: 10.1007/bf00404639] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Venous occlusion plethysmography has been used to measure sympathetic vasoconstrictor responses in the feet and hands to a deep breath and body cooling and to assess blood flow variability. Measurements were made in 14 non-diabetic control subjects and 52 diabetic patients, 30 of whom had evidence of peripheral neuropathy. All the measurements were significantly reduced in the feet of patients with neuropathy. Vasoconstrictor responses were not significantly impaired in the hands of these patients. Cardiovascular autonomic function was assessed in the same subjects by standard tests of reflex heart rate responses and compared to sympathetic vasoconstrictor function as determined by the response to a deep breath. Eighteen of the 30 diabetic patients with peripheral neuropathy had impairment of both cardiovascular and sympathetic vasoconstrictor function. Five had normal vasoconstrictor but impaired cardiovascular responses and two had normal cardiovascular but impaired vasoconstrictor function. It may therefore be important to assess both systems in diabetic patients.
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Affiliation(s)
- J E Gilmore
- School of Basic Medical Sciences, Queen's University of Belfast, Northern Ireland, UK
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Prună S, Ionescu-Tîrgovişte C. Dual-channel self-balancing electrodermal impedance reactometer for autonomic response studies. Med Biol Eng Comput 1987; 25:613-9. [PMID: 3505298 DOI: 10.1007/bf02447327] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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