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Garcia-Mesa Y, Cabo R, González-Gay M, García-Piqueras J, Viña E, Martínez I, Cobo T, García-Suárez O. Relationship of PIEZO1 and PIEZO2 vascular expression with diabetic neuropathy. Front Physiol 2023; 14:1243966. [PMID: 38054043 PMCID: PMC10694834 DOI: 10.3389/fphys.2023.1243966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 10/27/2023] [Indexed: 12/07/2023] Open
Abstract
Introduction: Diabetic distal symmetric polyneuropathy (DDSP) is the most prevalent form of diabetic peripheral neuropathy, and 25% of patients develop pain in their toes. DDSP is associated with increased cutaneous microvessel density (MVD), reduced skin blood flow, endothelial dysfunction, and impaired fluid filtration with vasodilation. The Piezo family of mechanosensitive channels is known to be involved in the control of vascular caliber by converting mechanical force into intracellular signals. Furthermore, Piezo2 is particularly involved in peripheral pain mechanisms of DDSP patients. To date, very little is known about the number, structure, and PIEZO expression in cutaneous blood vessels (BVs) of individuals with DDSP and their relation with pain and time span of diabetes. Methods and results: We studied microvessels using endothelial markers (CD34 and CD31) and smooth cell marker (α-SMA) by indirect immunohistochemical assay in sections of the glabrous skin of the toes from patients and controls. MVD was assessed through CD34 and CD31 immunoreaction. MVD determined by CD34 is higher in short-term DDSP patients (less than 15 years of evolution), regardless of pain. However, long-term DDSP patients only had increased BV density in the painful group for CD31. BVs of patients with DDSP showed structural disorganization and loss of shape. The BVs affected by painful DDSP underwent the most dramatic structural changes, showing rupture, leakage, and abundance of material that occluded the BV lumen. Moreover, BVs of DDSP patients displayed a Piezo1 slight immunoreaction, whereas painful DDSP patients showed an increase in Piezo2 immunoreaction. Discussion: These results suggest that alterations in the number, structure, and immunohistochemical profile of specific BVs can explain the vascular impairment associated with painful DDSP, as well as the temporal span of diabetes. Finally, this study points out a possible correlation between increased vascular Piezo2 immunostaining and pain and decreased vascular Piezo1 immunostaining and the development of vasodilation deficiency.
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Affiliation(s)
- Yolanda Garcia-Mesa
- Grupo SINPOS, Department of Cell Biology and Morphology, University of Oviedo, Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
| | - Roberto Cabo
- Grupo SINPOS, Department of Cell Biology and Morphology, University of Oviedo, Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
| | - Mario González-Gay
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
- Sercivio de Angiología y Cirugía Vascular, Fundación Hospital de Jove, Gijón, Spain
| | - Jorge García-Piqueras
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
- Servicio de Anatomía, Histología y Neurociencias, Universidad Autonoma de Madrid, Spain
| | - Eliseo Viña
- Grupo SINPOS, Department of Cell Biology and Morphology, University of Oviedo, Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
- Servicio de Cardiología, Unidad de Hemodinámica y Cardiología Intervencionista, Hospital de Cabueñes, Gijón, Spain
| | - Irene Martínez
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
- Servicio de Cirugía Plástica y Reparadora, Fundación Hospital de Jove, Gijón, Spain
| | - Teresa Cobo
- Grupo SINPOS, Department of Cell Biology and Morphology, University of Oviedo, Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
- Departamento de Cirugía y Especialidades Médico-Quirúrgicas, Universidad de Oviedo, Oviedo, Spain
- Instituto Asturiano de Odontología S.L, Oviedo, Spain
| | - Olivia García-Suárez
- Grupo SINPOS, Department of Cell Biology and Morphology, University of Oviedo, Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
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Krasulina KA, Glazkova PA, Glazkov AA, Kulikov DA, Rogatkin DA, Kovaleva YA, Bardeeva JN, Dreval AV. Reduced microvascular reactivity in patients with diabetic neuropathy. Clin Hemorheol Microcirc 2021; 79:335-346. [PMID: 34057140 DOI: 10.3233/ch-211177] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Neurogenic regulation is involved in the development of microcirculation response to local heating. We suggest that microvascular reactivity can be used to estimate the severity of diabetic polyneuropathy (DPN). OBJECTIVE To evaluate the prospects for using the parameters of skin microvascular reactivity to determine the severity of DPN. METHODS 26 patients with diabetes mellitus were included in the study (patients with retinopathy (n = 15), and without retinopathy (n = 11)). The severity of DPN was assessed using Michigan Neuropathy Screening Instrument (MNSI) and Norfolk QOL-DN (NQOLDN). Skin microcirculation was measured by laser Doppler flowmetry with local heating test. RESULTS There were revealed moderate negative correlations between microvascular reactivity and the severity of DPN (for MNSI (Rs = -0.430), for NQOLDN (Rs = -0.396)). In patients with retinopathy, correlations were stronger than in the general group (for MNSI (Rs = -0.770) and NQOLDN (Rs = -0.636)). No such correlations were found in patients without retinopathy. CONCLUSION Correlation of the microvascular reactivity and DPN was revealed in patients with registered structural disorders in microvessels (retinopathy). The lack of such correlation in patients without retinopathy may be explained by the intact compensatory mechanisms of microvessels without severe disorders.
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Affiliation(s)
- K A Krasulina
- Moscow Regional Research and Clinical Institute ("MONIKI"), Moscow, Russian Federation
| | - P A Glazkova
- Moscow Regional Research and Clinical Institute ("MONIKI"), Moscow, Russian Federation
| | - A A Glazkov
- Moscow Regional Research and Clinical Institute ("MONIKI"), Moscow, Russian Federation
| | - D A Kulikov
- Moscow Regional Research and Clinical Institute ("MONIKI"), Moscow, Russian Federation.,Moscow Region State University, Mytishchi, Russian Federation.,Federal Scientific State Budgetary Institution "N.A. Semashko National Research Institute of Public Health", Moscow, Russian Federation
| | - D A Rogatkin
- Moscow Regional Research and Clinical Institute ("MONIKI"), Moscow, Russian Federation
| | - Y A Kovaleva
- Moscow Regional Research and Clinical Institute ("MONIKI"), Moscow, Russian Federation
| | - J N Bardeeva
- Moscow Regional Research and Clinical Institute ("MONIKI"), Moscow, Russian Federation
| | - A V Dreval
- Moscow Regional Research and Clinical Institute ("MONIKI"), Moscow, Russian Federation
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Tan JS, Lin CC, Chen GS. Vasomodulation of peripheral blood flow by focused ultrasound potentiates improvement of diabetic neuropathy. BMJ Open Diabetes Res Care 2020; 8:8/1/e001004. [PMID: 32188594 PMCID: PMC7078690 DOI: 10.1136/bmjdrc-2019-001004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 01/31/2020] [Accepted: 02/22/2020] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVE Effective treatment methods for diabetic peripheral neuropathy are still lacking. Here, a focused ultrasound (FUS) technique was developed to improve blood flow in diabetic peripheral vessels and potentially treat diabetic peripheral neuropathy. RESEARCH DESIGN AND METHODS Male adult Sprague-Dawley rats at 4 weeks poststreptozotocin injections were adopted as models for diabetic neuropathic rats. For single FUS treatment, blood perfusion in the skin of the pad of the middle toe was measured before, during, and after the medial and lateral plantar arteries were treated by FUS. For multiple FUS treatments, blood perfusion measurements, von Frey and hot plate testing and nerve conduction velocity measurements were performed before ultrasonic treatment on the first day of each week, and the microvascular and neural fiber densities in the pad of the toe were measured on the first day of the last week. RESULTS The blood perfusion rate significantly increased for 7-10 min in the control and neuropathic rats after a single ultrasound exposure. Multiple ultrasound treatments compared with no treatments significantly increased blood perfusion at the second week and further enhanced perfusion at the third week in the neuropathic rats. Additionally, the paw withdrawal force and latency significantly increased from 34.33±4.55 g and 3.96±0.25 s at the first week to 39.10±5.02 g and 4.77±0.71 s at the second week and to 41.13±2.57 g and 5.24±0.86 s at the third week, respectively. The low nerve conduction velocity in the diabetic rats also improved after the ultrasound treatments. Additionally, ultrasound treatments halted the decrease in microvessel and neural fiber densities in the skin of the diabetic toes. Histologic analysis indicated no damage to the treated arteries or neighboring tissue. CONCLUSIONS FUS treatment can increase upstream arterial blood flow in diabetic feet, ameliorate the decrease in downstream microvessel perfusion and halt neuropathic progression.
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Affiliation(s)
- Joo-Shin Tan
- Department of Biomedical Engineering and Nanomedicine, National Health Research Institutes, Zhunan, Taiwan
| | - Chou-Ching Lin
- Department of Neurology, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Gin-Shin Chen
- Department of Biomedical Engineering and Nanomedicine, National Health Research Institutes, Zhunan, Taiwan
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Sorelli M, Francia P, Bocchi L, De Bellis A, Anichini R. Assessment of cutaneous microcirculation by laser Doppler flowmetry in type 1 diabetes. Microvasc Res 2019; 124:91-96. [PMID: 30959000 DOI: 10.1016/j.mvr.2019.04.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 04/01/2019] [Accepted: 04/01/2019] [Indexed: 11/28/2022]
Abstract
BACKGROUND The burden of type 1 diabetes (T1D) is growing worldwide, stressing the requirement to limit the threat of its long-term complications. In this regard, the development of methods for the early diagnosis and non-invasive monitoring of vascular abnormalities is widely recognized as one of the greatest priorities of the clinical research in this field. OBJECTIVE To assess the deterioration of physiological properties extracted from laser Doppler flowmetry (LDF) signals of microvascular perfusion and, secondly, to investigate their association with the quality of long-term metabolic control. METHODS Microvascular perfusion was recorded at the hallux of 63 control subjects and 47 T1D patients, whose glycaemic control was characterized in terms of the annual average levels of glycosylated haemoglobin (HbA1c). Pulse Decomposition Analysis was applied to the LDF data, in order to derive non-invasive markers of vascular stiffness based on a multi-Gaussian representation of the peripheral pulse waveforms; furthermore, wavelet transform analysis was used to evaluate the microvascular myogenic vasomotion and, finally, a physiological model of the reactive hyperaemia to a local thermal stimulus at 43 was used to test the integrity of the neurovascular pathways. RESULTS Compared to the control group, T1D patients showed a lower microvascular perfusion at baseline, and a larger vasodilatory reserve upon local heating, but no significant difference in myogenic activity. Moreover, the results of the PDA carried out on the LDF pulse waves, indicate the presence of a significant strong relation between large artery stiffness and the overall loss of glycaemic control over the past year.
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Affiliation(s)
- Michele Sorelli
- Dept. of Information Engineering, University of Florence, Italy.
| | | | - Leonardo Bocchi
- Dept. of Information Engineering, University of Florence, Italy
| | - Alessandra De Bellis
- Dept. of Internal Medicine, Diabetes Unit, San Jacopo Hospital of Pistoia, Italy
| | - Roberto Anichini
- Dept. of Internal Medicine, Diabetes Unit, San Jacopo Hospital of Pistoia, Italy
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Bocchi L, Evangelisti A, Barrella M, Bevilacqua M. Shape analysis of the microcirculatory flow wave. Physiol Meas 2015; 36:2147-58. [PMID: 26333986 DOI: 10.1088/0967-3334/36/10/2147] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The cardiovascular system and its alterations are a crucial aspect of physiology and medicine. Non-invasive assessment of the functional properties of circulation is of considerable interest to clinicians and physiologists. In this work we investigate the possibility of detecting alterations of the flow waveform in microcirculation, using non-invasive measurements based on a laser Doppler flowmeter. As a test case, we focus on the effect of ageing. Skin is warmed up to a fixed temperature (44 °C) during measurement, to increase blood flow. The shape of the perfusion waveform during each heart beat after the flow was stabilized was used to estimate dynamic parameters of the microcirculatory system. Both the wave rise time, defined as the delay between the diastolic minimum and the following systolic maximum, and the oscillation fraction, defined as the normalized difference between the maximum and minimum flow, present significant variation with age.
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Affiliation(s)
- L Bocchi
- Department of Information Engineering, University of Florence, 50121 Florence, Italy
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Körei AE, Istenes I, Papanas N, Kempler P. Small-Fiber Neuropathy: A Diabetic Microvascular Complication of Special Clinical, Diagnostic, and Prognostic Importance. Angiology 2015; 67:49-57. [PMID: 25957257 DOI: 10.1177/0003319715583595] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Damage of small nerve fibers may lead to a large variety of clinical symptoms. Small-fiber neuropathy underlies the symptoms of painful diabetic neuropathy, which may decrease quality of life. It also contributes to the poor prognosis of diabetic neuropathy because it plays a key role in the pathogenesis of foot ulceration and autonomic neuropathy. Impairment of small nerve fibers is considered the earliest alteration in the course of diabetic neuropathy. Therefore, assessment of functional and morphological abnormalities of small nerve fibers may enable timely diagnosis. The definition, symptoms, and clinical significance of small-fiber neuropathy are considered in the present review. An apparently more complex interaction between small-fiber impairment and microcirculation is extensively discussed. Diagnostic modalities include morphometric and functional methods. Corneal confocal microscopy and punch skin biopsy are considered gold standards, but noninvasive functional tests are also diagnostically useful. However, in routine clinical practice, small-fiber neuropathy is diagnosed by its typical clinical presentation. Finally, prompt treatment should be initiated following diagnosis.
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Affiliation(s)
- A E Körei
- First Department of Medicine, Semmelweis University, Budapest, Hungary
| | - I Istenes
- First Department of Medicine, Semmelweis University, Budapest, Hungary
| | - N Papanas
- Second Department of Internal Medicine, Outpatient Clinic of the Diabetic Foot, Democritus University of Thrace, University Hospital of Alexandroupolis, Alexandroupolis, Greece
| | - P Kempler
- First Department of Medicine, Semmelweis University, Budapest, Hungary
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Abstract
Microvascular dysfunction in diabetes plays a crucial role in the development of diabetic complications. The skin, as one of the most accessible organs, serves as a model for the investigation of microvascular dysfunction. Several non-invasive, mostly laser-Doppler-based methods have been developed lately to assess microvascular function in the skin. Microvascular functional changes occur even in the prediabetic state and become more complex with overt diabetes, being exacerbated by the presence of peripheral and/or autonomic diabetic neuropathy. The present article aims at shedding light on the implication of endothelial and neurovascular dysfunction in microvascular changes in diabetes, highlighting the contribution of different forms of diabetic neuropathy.
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Affiliation(s)
- Alin Stirban
- Profil Institute for Metabolic Research, Hellersbergstr. 9, 41460, Neuss, Germany,
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Bandini A, Orlandi S, Manfredi C, Evangelisti A, Barrella M, Bevilacqua M, Bocchi L. Effect of local blood flow in thermal regulation in diabetic patient. Microvasc Res 2013; 88:42-7. [DOI: 10.1016/j.mvr.2013.03.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2012] [Revised: 02/04/2013] [Accepted: 03/17/2013] [Indexed: 01/25/2023]
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Skin blood flow dynamics and its role in pressure ulcers. J Tissue Viability 2013; 22:25-36. [PMID: 23602509 DOI: 10.1016/j.jtv.2013.03.001] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2012] [Revised: 03/05/2013] [Accepted: 03/06/2013] [Indexed: 11/20/2022]
Abstract
Pressure ulcers are a significant healthcare problem affecting the quality of life in wheelchair bounded or bed-ridden people and are a major cost to the healthcare system. Various assessment tools such as the Braden scale have been developed to quantify the risk level of pressure ulcers. These tools have provided an initial guideline on preventing pressure ulcers while additional assessments are needed to improve the outcomes of pressure ulcer prevention. Skin blood flow function that determines the ability of the skin in response to ischemic stress has been proposed to be a good indicator for identifying people at risk of pressure ulcers. Wavelet spectral and nonlinear complexity analyses have been performed to investigate the influences of the metabolic, neurogenic and myogenic activities on microvascular regulation in people with various pathological conditions. These findings have contributed to the understanding of the role of ischemia and viability on the development of pressure ulcers. The purpose of the present review is to provide an introduction of the basic concepts and approaches for the analysis of skin blood flow oscillations, and present an overview of the research results obtained so far. We hope this information may contribute to the development of better clinical guidelines for the prevention of pressure ulcers.
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Frech TM, Smith G, Reily M, Chamberlain J, Murtaugh MA, Penrod J, Battistone MJ, Stults BM. Peripheral neuropathy: a complication of systemic sclerosis. Clin Rheumatol 2013; 32:885-8. [PMID: 23404236 DOI: 10.1007/s10067-013-2206-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2012] [Revised: 01/22/2013] [Accepted: 01/29/2013] [Indexed: 10/27/2022]
Abstract
We performed bedside testing for peripheral neuropathy in our systemic sclerosis (SSc) population to determine whether foot care guidelines should be developed for SSc. Twenty consecutive SSc patients and 20 healthy control (HC) patients were evaluated for peripheral neuropathy in both feet using the 10-g Semmes-Weinstein monofilament examination (SWME) and 128 Hz vibration sensation using the on-off method. Independent, blinded, vibratory sensation, and SWME evaluations were performed on each subject by two investigators who had completed a training session to standardize each exam. An additional consecutive 20 patients with type 2 diabetes mellitus (DM) were examined by a diabetologist to compare with peripheral neuropathy prevalence in SSc patients. We examined the inter-rater variability using Cohen's kappa. We compared SWME and vibratory sensation in SSc to HC using Fisher's exact. The t test was used to compare duration of disease and modified Rodnan skin score (mRSS) for those with abnormal SWME or vibratory sensation. Two of 20 SSc patients reported sensory foot symptoms consistent with peripheral neuropathy prior to the examination. Inter-rater agreement for both SWME and vibratory sensation was strong (kappa: 0.72 and 0.83, respectively). Two HC and 12 SSc patients demonstrated abnormal vibratory sense (one-sided Fishers' exact, p < 0.002). No HC and four SSc patients had abnormal monofilament exams (one-sided Fisher's exact, p = 0.053). Neither mRSS (p = 0.28) nor duration of non-Raynauds (p = 0.07) symptoms differed between those with peripheral neuropathy and those without. Duration of Raynaud's symptoms were clinically significantly associated with presence of peripheral neuropathy (p = 0.04). The prevalence of sensory loss to monofilament in SSc was identical to DM patients (4/20). SSc patients have a considerable prevalence of pedal peripheral neuropathy as detected by loss of vibratory sensation or inability to sense the 10-g SWME. Further studies are indicated to determine if routine screening for neuropathy and subsequent podiatric care for SSc patients with abnormalities can reduce pedal complications.
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Affiliation(s)
- Tracy M Frech
- Division of Rheumatology, Department of Internal Medicine, University of Utah, 4B200 SOM 30 N 1900 E, Salt Lake City, UT 84132, USA.
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Tigno XT, Hansen BC, Nawang S, Shamekh R, Albano AM. Vasomotion becomes less random as diabetes progresses in monkeys. Microcirculation 2011; 18:429-39. [PMID: 21435082 PMCID: PMC3148284 DOI: 10.1111/j.1549-8719.2011.00103.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Please cite this paper as: Tigno, Hansen, Nawang, Shamekh, and Albano (2011). Vasomotion Becomes Less Random as Diabetes Progresses in Monkeys. Microcirculation 18(6), 429-439. ABSTRACT OBJECTIVE Changes in vasomotion may precede other global indices of autonomic dysfunction that track the onset and progression of diabetes. Recently, we showed that baseline spectral properties of vasomotion can discriminate among N, PreDM, and T2DM nonhuman primates. In this study, our aims were to: (i) determine the time dependence and complexity of the spectral properties of vasomotion in three metabolic groups of monkeys; (ii) examine the effects of heat-provoked vasodilatation on the power spectrum; and (iii) compare the effects of exogenous insulin on the vasomotion. MATERIALS AND METHODS Laser Doppler flow rates were measured from the foot in 9 N, 11 PreDM, and 7 T2DM monkeys. Baseline flow was measured at 34°C, and under heat stimulation at 44°C. Euglycemic-hyperinsulinemic clamps were performed to produce acute hyperinsulinemia. The Lempel-Ziv complexity, prediction error, and covariance complexity of five-dimensional embeddings were calculated as measures of randomness. RESULTS AND CONCLUSIONS With progression of diabetes, measures of randomness of the vasomotion progressively decreased, suggesting a progressive loss of the homeostatic capacity of the peripheral circulation to respond to environmental changes. Power spectral density among T2DM animals resided mostly in the 0- to 1.45-Hz range, which excluded the cardiac component, suggesting that with progression of the disease, regulation of flow shifts toward local rather than central (autonomic) mechanisms. Heating increased all components of the spectral power in all groups. In N, insulin increased the vasomotion contributed by endothelial, neurogenic, vascular myogenic, and respiratory processes, but diminished that due to heart rate. In contrast, in T2DM, insulin failed to stimulate the vascular myogenic and respiratory activities, but increased the neural/endothelial and heart rate components. Interestingly, acute hyperinsulinemia resulted in no significant vasomotion changes in the chronically hyperinsulinemic PreDM, suggesting yet another form of "insulin resistance" during this stage of the disease.
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Affiliation(s)
- Xenia T Tigno
- Department of Molecular Pharmacology and Physiology, College of Medicine, University of South Florida, Tampa, Florida, USA.
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Parthimos D, Schmiedel O, Harvey JN, Griffith TM. Deterministic nonlinear features of cutaneous perfusion are lost in diabetic subjects with neuropathy. Microvasc Res 2011; 82:42-51. [DOI: 10.1016/j.mvr.2011.02.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2010] [Accepted: 02/25/2011] [Indexed: 11/28/2022]
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