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Lloyd A, Fiala D, Heyde C, Havenith G. A mathematical model for predicting cardiovascular responses at rest and during exercise in demanding environmental conditions. J Appl Physiol (1985) 2022; 133:247-261. [PMID: 35652831 PMCID: PMC9342140 DOI: 10.1152/japplphysiol.00619.2021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The present research describes the development and validation of a cardiovascular model (CVR Model) for use in conjunction with advanced thermophysiological models, where usually only a total cardiac output is estimated. The CVR Model detailed herein estimates cardio-dynamic parameters (changes in cardiac output, stroke volume, and heart rate), regional blood flow, and muscle oxygen extraction, in response to rest and physical workloads, across a range of ages and aerobic fitness levels, as well as during exposure to heat, dehydration, and altitude. The model development strategy was to first establish basic resting and exercise predictions for cardio-dynamic parameters in an "ideal" environment (cool, sea level, and hydrated person). This basic model was then advanced for increasing levels of altitude, heat strain, and dehydration, using meta-analysis and reaggregation of published data. Using the estimated altitude- and heat-induced changes in maximum oxygen extraction and maximum cardiac output, the decline in maximum oxygen consumption at high altitude and in the heat was also modeled. A validation of predicted cardiovascular strain using heart rate was conducted using a dataset of 101 heterogeneous individuals (1,371 data points) during rest and exercise in the heat and at altitude, demonstrating that the CVR Model performs well (R2 = 0.82-0.84) in predicting cardiovascular strain, particularly at a group mean level (R2 = 0.97). The development of the CVR Model is aimed at providing the Fiala thermal Physiology & Comfort (FPC) Model and other complex thermophysiological models with improved estimations of cardiac strain and exercise tolerance, across a range of individuals during acute exposure to environmental stressors.NEW & NOTEWORTHY The present research promotes the adaption of thermophysiological modeling to the estimation of cardiovascular strain in individuals exercising under acute environmental stress. Integration with advanced models of human thermoregulation opens doors for detailed numerical analysis of athletes' performance and physiology during exercise, occupational safety, and individual work tolerability. The research provides a simple-to-validate metric of cardiovascular function (heart rate), as well as a method to evaluate key principles influencing exercise- and thermoregulation in humans.
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Affiliation(s)
- Alex Lloyd
- 1Environmental Ergonomics Research Centre, Loughborough University, Loughborough, United Kingdom
| | - Dusan Fiala
- 2ERGONSIM—Human Thermal Modelling, Messstetten, Germany
| | | | - George Havenith
- 1Environmental Ergonomics Research Centre, Loughborough University, Loughborough, United Kingdom
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Tai CC, Chen YL, Kalfirt L, Masodsai K, Su CT, Yang AL. Differences between Elite Male and Female Badminton Athletes Regarding Heart Rate Variability, Arterial Stiffness, and Aerobic Capacity. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:3206. [PMID: 35328902 PMCID: PMC8956041 DOI: 10.3390/ijerph19063206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/04/2022] [Accepted: 03/07/2022] [Indexed: 11/17/2022]
Abstract
Cardiovascular health and aerobic capacity play crucial roles in determining the performance of athletes in the highly competitive sport of badminton. Few studies have directly compared heart rate variability (HRV), arterial stiffness, and aerobic capacity between male and female athletes, especially among badminton athletes. This study investigated sex differences in HRV, arterial stiffness, and aerobic capacity in badminton athletes. Elite badminton athletes were recruited and divided into male (n = 20, 21.0 ± 1.8 years old) and female (n = 16, 21.2 ± 2.3 years old) groups. Both groups performed an incremental treadmill running test for the evaluation of maximal oxygen consumption (V.O2max), anaerobic threshold, and time to exhaustion. They started exercising at a treadmill speed of 2.7 km/h and an inclination of 10% gradient for 3 min, and the speed and inclination were gradually increased every 3 min until they were exhausted or fatigued volitionally. HRV was examined using the Polar heart rate monitor over a period of 5 min at rest in the supine position. Subsequently, the index of arterial stiffness was examined under the same condition. Our results revealed significant differences between the male and female athletes in V.O2max (men: 60.38 ± 8.98 mL/kg/min, women: 48.13 ± 7.72 mL/kg/min, p < 0.05), anaerobic threshold (men: 41.50 ± 7.26 mL/kg/min, women: 32.51 ± 6.19 mL/kg/min, p < 0.05), time to exhaustion (men: 902.15 ± 120.15 s, women: 780.56 ± 67.63 s, p < 0.05), systolic blood pressure (men: 125.27 ± 7.76 mmHg, women: 107.16 ± 11.09 mmHg, p < 0.05), and arterial stiffness index (men: 63.56 ± 12.55, women: 53.83 ± 8.03, p < 0.05). However, no significant differences in HRV measures were observed between the two groups. These findings suggested that the male badminton athletes demonstrated significantly higher aerobic capacity than did the female athletes, but there were no significant differences in HRV measures. The female athletes exhibited superior arterial function, compared with their male counterparts.
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Affiliation(s)
- Ching-Chieh Tai
- Graduate Institute of Sports Training, University of Taipei, Taipei 11153, Taiwan; (C.-C.T.); (Y.-L.C.)
| | - Yi-Liang Chen
- Graduate Institute of Sports Training, University of Taipei, Taipei 11153, Taiwan; (C.-C.T.); (Y.-L.C.)
| | - Ludek Kalfirt
- Institute of Sports Sciences, University of Taipei, Taipei 11153, Taiwan;
| | - Kunanya Masodsai
- Faculty of Sports Science, Chulalongkorn University, Bangkok 10330, Thailand;
| | - Chia-Ting Su
- Department of Occupational Therapy, College of Medicine, Fu Jen Catholic University, New Taipei City 24205, Taiwan;
| | - Ai-Lun Yang
- Institute of Sports Sciences, University of Taipei, Taipei 11153, Taiwan;
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Lujan HL, Rivers JP, DiCarlo SE. Complex and interacting influences of the autonomic nervous system on cardiac electrophysiology in conscious mice. Auton Neurosci 2016; 201:24-31. [PMID: 27594686 PMCID: PMC5108678 DOI: 10.1016/j.autneu.2016.08.017] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Revised: 08/15/2016] [Accepted: 08/28/2016] [Indexed: 01/09/2023]
Abstract
Mice may now be the preferred animal model for biomedical research due to its anatomical, physiological, and genetic similarity to humans. However, little is known about accentuated antagonism of chronotropic and dromotropic properties in conscious mice. Accordingly, we describe the complex and interacting influence of the autonomic nervous system on cardiac electrophysiology in conscious mice. Specifically, we report the effects of single and combined cardiac autonomic blockade on measurements of pulse interval (heart rate), atrio-ventricular interval, sinus node recovery time (SNRT), SNRT corrected for spontaneous sinus cycle, and Wenckebach cycle length in conscious mice free of the confounding influences of anesthetics and surgical trauma. Autonomic influences were quantified as the change in parameter induced by its selective blocker (Sympathetic or Parasympathetic Effect) or as the difference between the intrinsic value and the value after a selective blocker (Sympathetic or Parasympathetic Tonus). Sympatho-Vagal Balance (SVB) was assessed as the ratio of control interval to intrinsic interval. SVB suggests slight parasympathetic dominance in the control of cardiac electrophysiology intervals. Furthermore, results documents a complex interaction between the sympathetic and parasympathetic divisions of the autonomic nervous system in the control of cardiac electrophysiology parameters. Specifically, the parasympathetic effect was greater than the parasympathetic tonus in the control of cardiac electrophysiology parameters. In contrast, the sympathetic effect was smaller than the sympathetic tonus in the control of cardiac electrophysiology parameters. Results have important implications because actions of pharmacological agents that alter the autonomic control of cardiac electrophysiology are transformed by these interacting mechanisms.
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Affiliation(s)
- Heidi L Lujan
- Wayne State University School of Medicine, Department of Physiology, 540 E. Canfield Ave, Detroit, MI 48201, USA.
| | - Joshua P Rivers
- Wayne State University School of Medicine, Department of Physiology, 540 E. Canfield Ave, Detroit, MI 48201, USA.
| | - Stephen E DiCarlo
- Wayne State University School of Medicine, Department of Physiology, 540 E. Canfield Ave, Detroit, MI 48201, USA.
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Matelot D, Schnell F, Kervio G, Thillaye du Boullay N, Carré F. Athlete's bradycardia may be a multifactorial mechanism. J Appl Physiol (1985) 2013; 114:1755-6. [PMID: 23772053 DOI: 10.1152/japplphysiol.00307.2013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Azhim A, Ueno A, Tanaka M, Akutagawa M, Kinouchi Y. Evaluation of blood flow velocity envelope in common carotid artery for reference data. Biomed Signal Process Control 2011. [DOI: 10.1016/j.bspc.2010.11.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Azhim A, Akioka K, Akutagawa M, Hirao Y, Yoshizaki K, Obara S, Nomura M, Tanaka H, Yamaguchi H, Kinouchi Y. Effects of aging and exercise training on the common carotid blood velocities in healthy men. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2007; 2007:989-993. [PMID: 18002126 DOI: 10.1109/iembs.2007.4352460] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
An age-related alteration in the cardiovascular response to exercise training are evident. The purpose of the study was to investigate the effects of exercise and age on blood velocities in common carotid artery in 82 healthy men between the age ranges of 21 to 67 years old. Blood velocities are characterized to five components of velocity waveforms as peak systolic (S1), second systolic (S2), incisura between systole and diastole (I), peak diastolic (D) and end-diastolic velocity wave (d). Decrease of blood velocities in peak systolic (r= -0.711, P<0.0001) and in peak diastolic velocities (r= -0.521, P<0.0001) with aging are improved and partially restore in particularly older men. The velocity ratio of S2/S2-1 as a reflection index increase with age (r= 0.797, P<0.0001), however is smaller in exercise-trained older compared with sedentary peers. The ratio of 1-I/D as a vascular elastic recoil index decrease with aging (r= -0.640, P<.0001), but is relatively higher in exercise-trained men. Exercise training improves the age-related deterioration in blood velocities and its indices in healthy men. In the further investigations, the assessment of aerobic fitness and vascular aging has potential by using the criteria of peak systolic and peak diastolic, and its indices.
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Affiliation(s)
- Azran Azhim
- Institute of Technology and Science, University of Tokushima, Tokushima, 770-8506, JAPAN
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Collins HL, Rodenbaugh DW, DiCarlo SE. Spinal cord injury alters cardiac electrophysiology and increases the susceptibility to ventricular arrhythmias. PROGRESS IN BRAIN RESEARCH 2006; 152:275-88. [PMID: 16198707 DOI: 10.1016/s0079-6123(05)52018-1] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The autonomic nervous system modulates cardiac electrophysiology and abnormalities of autonomic function are known to increase the risk of ventricular arrhythmias. The abnormal and unstable autonomic control of the cardiovascular system following spinal cord injury also is well known. For example, individuals with mid-thoracic spinal cord injury have elevated resting heart rates, increased blood pressure variability, episodic bouts of life-threatening hypertension as part of a condition termed autonomic dysreflexia, and elevated sympathetic activity above the level of the lesion. Furthermore, cardiovascular morbidity and mortality are high in individuals with spinal cord injuries due to a relatively sedentary lifestyle and higher prevalence of other cardiovascular risk factors, including obesity and diabetes. Therefore, spinal cord injury may alter cardiac electrophysiology and increase the risk for ventricular arrhythmias. In this chapter, we discuss how the autonomic changes associated with cord injury can influence cardiac electrophysiology and the susceptibility to ventricular arrhythmias.
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Affiliation(s)
- Heidi L Collins
- Department of Physiology, Wayne State University School of Medicine, Detroit, MI 48201, USA
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Carter JB, Banister EW, Blaber AP. The effect of age and gender on heart rate variability after endurance training. Med Sci Sports Exerc 2003; 35:1333-40. [PMID: 12900687 DOI: 10.1249/01.mss.0000079046.01763.8f] [Citation(s) in RCA: 104] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE This research investigated the age and gender differences in cardiovascular adaptation to a standardized/quantified endurance-training program that included two taper periods. METHODS The latter was analyzed from spectral analysis of electrocardiogram records of heart rate variability (HRV) at rest in groups of young (19-21 yr) and middle aged (40-45 yr), mixed gender groups (6 males and 6 females), pre- and poststandardized training. All subjects were recreational runners who completed the same 12-wk running program. Before, and subsequent to training, HRV was measured during supine rest and submaximal cycling. RESULTS There was a significant decrease in heart rate both at rest (2.7 +/- 0.45 beats x min-1) and during submaximal exercise (8.1 +/- 0.67 beats x min-1) in both age groups after training. After training, total spectral power increased (560.7 +/- 308.9 ms2), as well as high-frequency power (362.3 +/- 405.5 ms2), in both age groups at rest. The young group showed a greater increase in total power (849.0 +/- 308.7 ms2) after the training program. CONCLUSION It is concluded that a well-designed 12-wk endurance-training program will decrease resting and submaximal heart rate in both younger and older adults. The significant increase in HRV, total power, and high-frequency power in all groups after endurance training indicates that HRV measurement appears to provide an effective, noninvasive assessment of cardiovascular adaptation to aerobic training.
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Affiliation(s)
- James B Carter
- School of Kinesiology, Simon Fraser University, Burnaby, British Columbia, Canada.
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Abstract
Long-term endurance training significantly influences how the autonomic nervous system controls heart function. Endurance training increases parasympathetic activity and decreases sympathetic activity in the human heart at rest. These two training-induced autonomic effects, coupled with a possible reduction in intrinsic heart rate, decrease resting heart rate. Long-term endurance training also decreases submaximal exercise heart rate by reducing sympathetic activity to the heart. Physiological ageing is associated with a reduction in parasympathetic control of the heart; this decline in parasympathetic activity can be reduced by regular endurance exercise. Some research has indicated that females have increased parasympathetic and decreased sympathetic control of heart rate. These gender-specific autonomic differences probably contribute to a decreased cardiovascular risk and increased longevity observed in females.
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Affiliation(s)
- James B Carter
- School of Kinesiology, Simon Fraser University, Burnaby, British Columbia, Canada.
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Collins HL, Rodenbaugh DW, Dicarlo SE. Daily exercise attenuated the sympathetic component of the spontaneous arterial baroreflex control of heart rate in hypertensive rats. Clin Exp Hypertens 2000; 22:607-22. [PMID: 10972165 DOI: 10.1081/ceh-100100095] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The influence of daily spontaneous running on the sympathetic and parasympathetic components of the spontaneous arterial baroreflex control of heart rate was examined in 22 female spontaneously hypertensive rats [12 sedentary and 10 daily spontaneous running]. Following 8 weeks of sedentary control or daily spontaneous running, animals were chronically instrumented with an arterial catheter. Daily spontaneous running resulted in an increased heart weight/body weight ratio (5.2 +/- 0.27 vs 4.3 +/- 0.01 g/kg) and a resting bradycardia (321+/- 8 bpm vs 360 +/- 6). The spontaneous changes in arterial pressure and the reflex responses of heart rate were examined under three experimental conditions: 1) pre-blockade, 2) following beta1-adrenergic receptor blockade, and 3) following muscarinic-cholinergic receptor blockade. Daily spontaneous running attenuated the spontaneous gain of the arterial baroreflex control of heart rate (56%). After muscarinic-cholinergic receptor blockade, the spontaneous gain remained reduced in daily spontaneous running rats (57%). In contrast, after beta1-adrenergic receptor blockade the spontaneous gain was not different between sedentary control and daily spontaneous running animals. Results demonstrate that daily spontaneous running decreased the sympathetic component resulting in an apparently greater influence of the parasympathetic component on the spontaneous arterial baroreflex control of heart rate.
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Affiliation(s)
- H L Collins
- Department of Physiology Wayne State University School of Medicine Detroit, Michigan 48201-1908, USA
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Martínez-Nieves B, Collins HL, DiCarlo SE. Arterial baroreflex regulation of regional vascular conductance at rest and during exercise. Am J Physiol Regul Integr Comp Physiol 2000; 278:R1634-42. [PMID: 10848533 DOI: 10.1152/ajpregu.2000.278.6.r1634] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We tested the hypothesis that dynamic exercise resets the operating point and attenuates the spontaneous gain of the arterial baroreflex regulation of mesenteric and hindlimb vascular conductance in hypertensive rats. Eleven adult male spontaneously hypertensive rats were chronically instrumented with left carotid arterial catheters and Doppler ultrasonic flow probes around the superior mesenteric and left common iliac arteries. After the rats recovered, arterial baroreflex function was examined by recording reflex changes in conductance in response to spontaneous changes in mean arterial pressure before exercise and during steady-state treadmill running at 6 and 18 m/min. Dynamic exercise reduced the spontaneous baroreflex gain of mesenteric conductance (by 51 and 36%) and maximum mesenteric conductance (by 24 and 32%) at 6 and 18 m/min, respectively. In sharp contrast, dynamic exercise increased the spontaneous maximum iliac conductance (by 32 and 47%) without changing the spontaneous gain. Sinoaortic denervation eliminated the relationship between mean arterial pressure and conductance by reducing the mesenteric (92%) and iliac (68%) vascular conductance gain. These results demonstrate that dynamic exercise has differential effects on the regulation of mesenteric and iliac vascular conductance in hypertensive rats.
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Affiliation(s)
- B Martínez-Nieves
- Department of Physiology, School of Medicine, Wayne State University, Detroit, Michigan 48201, USA
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Collins HL, Rodenbaugh DW, DiCarlo SE. Daily exercise attenuates the development of arterial blood pressure related cardiovascular risk factors in hypertensive rats. Clin Exp Hypertens 2000; 22:193-202. [PMID: 10744359 DOI: 10.1081/ceh-100100072] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
This study was designed to test the hypothesis that daily spontaneous running (DSR) attenuates the development of blood pressure-related cardiovascular disease risk factors (BP-related CVD risk factors) in spontaneously hypertensive rats (SHR). After 8 weeks of DSR or sedentary control, rats were chronically instrumented with arterial catheters. Daily exercise attenuated the development of all measures of BP-related CVD risk factors. Specifically DSR attenuated the increase in systolic blood pressure (delta--22 mmHg), systolic blood pressure variability (delta--2.5 mmHg), and systolic blood pressure load (delta--27%). Similarly, DSR attenuated the increase in diastolic blood pressure (delta--15 mmHg), diastolic blood pressure variability (delta--1.19 mmHg), and diastolic blood pressure load (delta--17%). Finally, DSR attenuated the development of tachycardia (delta--63 bpm). These data demonstrate that daily exercise attenuates the development of hypertension and tachycardia in animals predisposed to hypertension.
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Affiliation(s)
- H L Collins
- Department of Physiology, Wayne State University School of Medicine Detroit, MI 48201, USA
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Koch LG, Britton SL, Barbato JC, Rodenbaugh DW, DiCarlo SE. Phenotypic differences in cardiovascular regulation in inbred rat models of aerobic capacity. Physiol Genomics 1999; 1:63-9. [PMID: 11015562 DOI: 10.1152/physiolgenomics.1999.1.2.63] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The Dark Aouti (DA) inbred strain of rats has superior aerobic treadmill running capacity compared with the Copenhagen (COP) strain of inbred rats. This difference in aerobic capacity provides a model to explore the genetic basis of variation in this trait. The present study evaluated intermediate phenotypic differences between 10 male COP inbred rats and 10 male DA inbred rats that might contribute to the difference in aerobic capacity between the strains. Five autonomically regulated cardiovascular variables were evaluated during rest or exercise by measuring the response to autonomic antagonists. The DA rat had enhanced autonomic function for the regulation of peripheral blood flow and cardiac output. Specifically, at rest the DA rats had significantly more sympathetic (123 +/- 8 vs. 99 +/- 7 beats/min) and parasympathetic (35 +/- 5 vs. 12 +/- 3 beats/min) tonus for heart rate control and more sympathetic support of blood pressure (70 +/- 7 vs. 38 +/- 6 mmHg) compared with the COP rats. During three graded levels of treadmill exercise the DA rats had higher blood pressures (16% on average) and higher heart rates (4% on average) relative to the COP rats. In addition, the DA rats had a 27% greater heart weight-to-body weight ratio compared with the COP strain of rats (3.63 +/- 0.08 vs. 2.85 +/- 0.07 g/kg). All five of these intermediate phenotypes could participate as variables causative of the difference in treadmill running capacity between the DA and COP strains of rats.
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Affiliation(s)
- L G Koch
- Department of Physiology and Molecular Medicine, Medical College of Ohio, Toledo, Ohio 43614-5804, USA
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