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Delos JB. A mathematical model of Cheyne-Stokes or periodic breathing. Math Biosci 2024; 378:109318. [PMID: 39426589 DOI: 10.1016/j.mbs.2024.109318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 09/18/2024] [Accepted: 10/13/2024] [Indexed: 10/21/2024]
Abstract
Cheyne-Stokes Breathing is a periodic cycle of apnea followed by hyperventilation. A theory of this phenomenon is developed based on a minimal set of physiological assumptions. The rate of loss of CO2 from venous blood is proportional to the CO2 concentration in the lungs times the respiration rate; the respiration rate is a linear function of arterial CO2 concentration above a threshold, and zero below that threshold. A time delay between blood in lungs and respiratory response allows the system to go into oscillation. These assumptions lead to a single nonanalytic delay-differential equation containing only three parameters, which we call respiratory recovery coefficients, (α,β,γ). A detailed study of the solutions to this equation is presented here. For β below a first threshold, breathing becomes steady, and any disturbance recovers exponentially to the steady state (∼overdamped oscillator). Above the first threshold, breathing recovers to the steady state by decaying oscillations (∼underdamped oscillator). Above a second threshold, oscillations grow to reach a limit cycle, and when that cycle is sufficiently large, it represents the Cheyne-Stokes cycle of hyperventilation and apnea. Fourier analysis shows that the transition to growing oscillations is a forward or soft Hopf bifurcation. In the Cheyne-Stokes region (sufficiently large β), the equation predicts the shapes of the curves representing the time-dependence of arterial CO2 and the respiration rate. From these shapes, we infer the values of the respiratory recovery coefficients for several groups of patients. With additional approximations, we infer the values of other physiological parameters, including cardiac output, CO2 chemosensitivity, and volume of blood between lungs and detectors.
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Affiliation(s)
- John B Delos
- Center for Applied Medical Analytics, University of Virginia, Charlottesville, VA 240918, United States; Butterfly Dynamics LLC, 3017 Spotswood Cay, Williamsburg, VA 23185, United States.
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Kamra K, Karpuk N, Adam R, Zucker IH, Schultz HD, Wang HJ. Time-dependent alteration in the chemoreflex post-acute lung injury. Front Physiol 2022; 13:1009607. [PMID: 36338487 PMCID: PMC9630356 DOI: 10.3389/fphys.2022.1009607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 10/04/2022] [Indexed: 11/30/2022] Open
Abstract
Acute lung injury (ALI) induces inflammation that disrupts the normal alveolar-capillary endothelial barrier which impairs gas exchange to induce hypoxemia that reflexively increases respiration. The neural mechanisms underlying the respiratory dysfunction during ALI are not fully understood. The purpose of this study was to investigate the role of the chemoreflex in mediating abnormal ventilation during acute (early) and recovery (late) stages of ALI. We hypothesized that the increase in respiratory rate (fR) during post-ALI is mediated by a sensitized chemoreflex. ALI was induced in male Sprague-Dawley rats using a single intra-tracheal injection of bleomycin (Bleo: low-dose = 1.25 mg/Kg or high-dose = 2.5 mg/Kg) (day 1) and respiratory variables- fR, Vt (Tidal Volume), and VE (Minute Ventilation) in response to 10% hypoxia (10% O2, 0% CO2) and 5% hypercapnia/21% normoxia (21% O2, 5% CO2) were measured weekly from W0-W4 using whole-body plethysmography (WBP). Our data indicate sensitization (∆fR = 93 ± 31 bpm, p < 0.0001) of the chemoreflex at W1 post-ALI in response to hypoxic/hypercapnic gas challenge in the low-dose bleo (moderate ALI) group and a blunted chemoreflex (∆fR = -0.97 ± 42 bpm, p < 0.0001) at W1 post-ALI in the high-dose bleo (severe ALI) group. During recovery from ALI, at W3-W4, both low-dose and high-dose groups exhibited a sensitized chemoreflex in response to hypoxia and normoxic-hypercapnia. We then hypothesized that the blunted chemoreflex at W1 post-ALI in the high-dose bleo group could be due to near maximal tonic activation of chemoreceptors, called the "ceiling effect". To test this possibility, 90% hyperoxia (90% O2, 0% CO2) was given to bleo treated rats to inhibit the chemoreflex. Our results showed no changes in fR, suggesting absence of the tonic chemoreflex activation in response to hypoxia at W1 post-ALI. These data suggest that during the acute stage of moderate (low-dose bleo) and severe (high-dose bleo) ALI, chemoreflex activity trends to be slightly sensitized and blunted, respectively while it becomes significantly sensitized during the recovery stage. Future studies are required to examine the molecular/cellular mechanisms underlying the time-course changes in chemoreflex sensitivity post-ALI.
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Affiliation(s)
- Kajal Kamra
- Department of Cellular and Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, United States,Department of Anesthesiology, University of Nebraska Medical Center, Omaha, NE, United States
| | - Nikolay Karpuk
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, NE, United States
| | - Ryan Adam
- Department of Cellular and Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, United States
| | - Irving H. Zucker
- Department of Cellular and Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, United States
| | - Harold D. Schultz
- Department of Cellular and Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, United States
| | - Han-Jun Wang
- Department of Cellular and Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, United States,Department of Anesthesiology, University of Nebraska Medical Center, Omaha, NE, United States,*Correspondence: Han-Jun Wang,
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Toledo C, Díaz-Jara E, Diaz HS, Schwarz KG, Pereyra KV, Las Heras A, Rios-Gallardo A, Andrade DC, Moreira T, Takakura A, Marcus NJ, Del Rio R. Medullary astrocytes mediate irregular breathing patterns generation in chronic heart failure through purinergic P2X7 receptor signalling. EBioMedicine 2022; 80:104044. [PMID: 35533501 PMCID: PMC9097632 DOI: 10.1016/j.ebiom.2022.104044] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 04/19/2022] [Accepted: 04/20/2022] [Indexed: 11/05/2022] Open
Abstract
Background Breathing disorders (BD) (apnoeas/hypopneas, periodic breathing) are highly prevalent in chronic heart failure (CHF) and are associated with altered central respiratory control. Ample evidence identifies the retrotrapezoid nucleus (RTN) as an important chemosensitivity region for ventilatory control and generation of BD in CHF, however little is known about the cellular mechanisms underlying the RTN/BD relationship. Within the RTN, astrocyte‐mediated purinergic signalling modulates respiration, but the potential contribution of RTN astrocytes to BD in CHF has not been explored. Methods Selective neuron and/or astrocyte-targeted interventions using either optogenetic and chemogenetic manipulations in the RTN of CHF rats were used to unveil the contribution of the RTN on the development/maintenance of BD, the role played by astrocytes in BD and the molecular mechanism underpinning these alterations. Findings We showed that episodic photo-stimulation of RTN neurons triggered BD in healthy rats, and that RTN neurons ablation in CHF animals eliminates BD. Also, we found a reduction in astrocytes activity and ATP bioavailability within the RTN of CHF rats, and that chemogenetic restoration of normal RTN astrocyte activity and ATP levels improved breathing regularity in CHF. Importantly, P"X/ P2X7 receptor (P2X7r) expression was reduced in RTN astrocytes from CHF rats and viral vector-mediated delivery of human P2X7 P2X7r into astrocytes increases ATP bioavailability and abolished BD. Interpretation Our results support that RTN astrocytes play a pivotal role on BD generation and maintenance in the setting CHF by a mechanism encompassing P2X7r signalling. Funding This study was funded by the National Research and Development Agency of Chile (ANID).
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Spatenkova V, Bednar R, Oravcova G, Melichova A, Kuriscak E. Yogic breathing in hypobaric environment: breathing exercising and its effect on hypobaric hypoxemia and heart rate at 3,650-m elevation. J Exerc Rehabil 2021; 17:270-278. [PMID: 34527639 PMCID: PMC8413908 DOI: 10.12965/jer.2142324.162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 07/01/2021] [Indexed: 11/22/2022] Open
Abstract
High altitude sojourn is a risk factor for hypobaric hypoxemia and subsequent altitude sickness. The aim of this study was to analyze the effect of new type of yogic breathing—Maheshwarananda’s new Modified Bhujangini Pranayama performed by active yoga practitioners—on the arterial haemoglobin saturation of oxygen (measured by the pulse oximetry - SpO2) and the heart rate compared to normal spontaneous resting breathing. A pilot prospective study was conducted in the Himalayas at an altitude of 3,650 m. We monitored SpO2 and pulse rate in 34 experienced yoga practitioners. Within the 3 measurement days at the altitude of 3,650 m, the mean value of SpO2 increased from 89.11± 4.78 to 93.26±4.44 (P<0.001) after the yogic breathing exercise. No significant changes were observed in pulse rate (P<0.230) measured before and after yogic breathing. The new Yogic breathing—Maheshwarananda’s Modified Bhujangini Pranayama—is increasing the arterial haemoglobin saturation compared to normal resting spontaneous breathing. The heart rate was not affected by this type of yogic breathing.
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Affiliation(s)
- Vera Spatenkova
- Faculty of Health Studies, Technical University of Liberec, Liberec, Czech Republic.,Neurointensive Care Unit, Neurocenter, Regional Hospital, Liberec, Czech Republic.,Institute of Physiology, First Medical Faculty, Charles University in Prague, Praha, Czech Republic
| | - Roman Bednar
- Department of Physiotherapy Balneology and Medical Rehabilitation, University Hospital with Polyclinic of F. D. Roosevelt, Banska Bystrica, Slovakia Republic
| | - Gabriela Oravcova
- Clinic of Pneumology and Phtiseology, Martin University Hospital, Martin, Slovakia Republic
| | - Anna Melichova
- Faculty of Health Care, Banska Bystrica, Slovak Medical University, Banska Bystrica, Slovakia Republic
| | - Eduard Kuriscak
- Institute of Physiology, First Medical Faculty, Charles University in Prague, Praha, Czech Republic
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Neder JA, Phillips DB, Marillier M, Bernard AC, Berton DC, O'Donnell DE. Clinical Interpretation of Cardiopulmonary Exercise Testing: Current Pitfalls and Limitations. Front Physiol 2021; 12:552000. [PMID: 33815128 PMCID: PMC8012894 DOI: 10.3389/fphys.2021.552000] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 03/01/2021] [Indexed: 12/12/2022] Open
Abstract
Several shortcomings on cardiopulmonary exercise testing (CPET) interpretation have shed a negative light on the test as a clinically useful tool. For instance, the reader should recognize patterns of dysfunction based on clusters of variables rather than relying on rigid interpretative algorithms. Correct display of key graphical data is of foremost relevance: prolixity and redundancy should be avoided. Submaximal dyspnea ratings should be plotted as a function of work rate (WR) and ventilatory demand. Increased work of breathing and/or obesity may normalize peak oxygen uptake (V̇O2) despite a low peak WR. Among the determinants of V̇O2, only heart rate is measured during non-invasive CPET. It follows that in the absence of findings suggestive of severe impairment in O2 delivery, the boundaries between inactivity and early cardiovascular disease are blurred in individual subjects. A preserved breathing reserve should not be viewed as evidence that "the lungs" are not limiting the subject. In this context, measurements of dynamic inspiratory capacity are key to uncover abnormalities germane to exertional dyspnea. A low end-tidal partial pressure for carbon dioxide may indicate either increased "wasted" ventilation or alveolar hyperventilation; thus, direct measurements of arterial (or arterialized) PO2 might be warranted. Differentiating a chaotic breathing pattern from the normal breath-by-breath noise might be complex if the plotted data are not adequately smoothed. A sober recognition of these limitations, associated with an interpretation report free from technicalities and convoluted terminology, is crucial to enhance the credibility of CPET in the eyes of the practicing physician.
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Affiliation(s)
- J Alberto Neder
- Laboratory of Clinical Exercise Physiology and Respiratory Investigation Unit, Queen's University and Kingston General Hospital, Kingston, ON, Canada
| | - Devin B Phillips
- Laboratory of Clinical Exercise Physiology and Respiratory Investigation Unit, Queen's University and Kingston General Hospital, Kingston, ON, Canada
| | - Mathieu Marillier
- Laboratory of Clinical Exercise Physiology and Respiratory Investigation Unit, Queen's University and Kingston General Hospital, Kingston, ON, Canada
| | - Anne-Catherine Bernard
- Laboratory of Clinical Exercise Physiology and Respiratory Investigation Unit, Queen's University and Kingston General Hospital, Kingston, ON, Canada
| | - Danilo C Berton
- Division of Respirology, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Denis E O'Donnell
- Laboratory of Clinical Exercise Physiology and Respiratory Investigation Unit, Queen's University and Kingston General Hospital, Kingston, ON, Canada
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Naime S, Weiss M, Lew J, Aziz J, Pan Q, Allen M, Xuchen X, Weinstock J, Nino G. Central breathing abnormalities in children with trisomy 21: Effect of age, sex, and concomitant OSA. Pediatr Pulmonol 2021; 56:472-478. [PMID: 33146451 DOI: 10.1002/ppul.25157] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 10/03/2020] [Accepted: 10/26/2020] [Indexed: 11/07/2022]
Abstract
BACKGROUND Trisomy 21 (TS21) is a condition with a high risk for sleep apnea. In the pediatric population, the risk also includes central breathing disorders. The aim of this study was to define the clinical and polysomnographic characteristics of central apnea in infants, children, and adolescents with TS21. METHODS Retrospective review of baseline polysomnograms (PSGs) in children with TS21 in the sleep center at Children's National Medical Center in Washington DC. RESULTS We included a total of 158 infants, children, and adolescents (0-18 years) with TS21 in this study. The median age was 4.82 years and 62% were male. The primary findings of the study are that (1) 12% of all pediatric subjects with TS21 included had a central apnea index (CAI) > 2/h; (2) the proportion of TS21 individuals with central breathing abnormalities progressively decreased with age being common in young individuals (≤2 years of age) but rare after 10 years of age; (3) additional sleep breathing disturbances (e.g., OSA and/or hypoxemia) are often present in children with TS21 and central apnea; and (4) the prevalence of central breathing abnormalities in TS21 is influenced by sex, being more likely to persist beyond early childhood (>2 years of age) in females than in males. CONCLUSION Central breathing abnormalities are common in TS21 among young children (≤2 years of age) and in females older than 2 years of age. Central apnea is often associated with concomitant obstructive sleep apnea and/or hypoxemia in children with TS21.
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Affiliation(s)
- Samira Naime
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
| | - Miriam Weiss
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
| | - Jenny Lew
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
| | - Julia Aziz
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
| | - Qi Pan
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
| | - Michelle Allen
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
| | - Xilei Xuchen
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
| | - Jered Weinstock
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
| | - Gustavo Nino
- Division of Pediatric Pulmonary and Sleep Medicine, Children's National Hospital, George Washington University, Washington, District of Columbia, USA
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Mitchell L, MacFarlane PM. Mechanistic actions of oxygen and methylxanthines on respiratory neural control and for the treatment of neonatal apnea. Respir Physiol Neurobiol 2020; 273:103318. [PMID: 31626973 PMCID: PMC6986994 DOI: 10.1016/j.resp.2019.103318] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 10/07/2019] [Accepted: 10/08/2019] [Indexed: 12/14/2022]
Abstract
Apnea remains one of the most concerning and prevalent respiratory disorders spanning all ages from infants (particularly those born preterm) to adults. Although the pathophysiological consequences of apnea are fairly well described, the neural mechanisms underlying the etiology of the different types of apnea (central, obstructive, and mixed) still remain incompletely understood. From a developmental perspective, however, research into the respiratory neural control system of immature animals has shed light on both central and peripheral neural pathways underlying apnea of prematurity (AOP), a highly prevalent respiratory disorder of preterm infants. Animal studies have also been fundamental in furthering our understanding of how clinical interventions (e.g. pharmacological and mechanical) exert their beneficial effects in the clinical treatment of apnea. Although current clinical interventions such as supplemental O2 and positive pressure respiratory support are critically important for the infant in respiratory distress, they are not fully effective and can also come with unfortunate, unintended (and long-term) side-effects. In this review, we have chosen AOP as one of the most common clinical scenarios involving apnea to highlight the mechanistic basis behind how some of the interventions could be both beneficial and also deleterious to the respiratory neural control system. We have included a section on infants with critical congenital heart diseases (CCHD), in whom apnea can be a clinical concern due to treatment with prostaglandin, and who may benefit from some of the treatments used for AOP.
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Affiliation(s)
- Lisa Mitchell
- Department of Pediatrics, Case Western Reserve University, Rainbow Babies & Children's Hospital, Cleveland, OH 44106, USA
| | - Peter M MacFarlane
- Department of Pediatrics, Case Western Reserve University, Rainbow Babies & Children's Hospital, Cleveland, OH 44106, USA.
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Edwards BA, Nava-Guerra L, Kemp JS, Carroll JL, Khoo MC, Sands SA, Terrill PI, Landry SA, Amin RS. Assessing ventilatory instability using the response to spontaneous sighs during sleep in preterm infants. Sleep 2019; 41:5077835. [PMID: 30137560 DOI: 10.1093/sleep/zsy161] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Indexed: 12/15/2022] Open
Abstract
Study Objectives Periodic breathing (PB) is common in newborns and is an obvious manifestation of ventilatory control instability. However, many infants without PB may still have important underlying ventilatory control instabilities that go unnoticed using standard clinical monitoring. Methods to detect infants with "subclinical" ventilatory control instability are therefore required. The current study aimed to assess the degree of ventilatory control instability using simple bedside recordings in preterm infants. Methods Respiratory inductance plethysmography (RIP) recordings were analyzed from ~20 minutes of quiet sleep in 20 preterm infants at 36 weeks post-menstrual age (median [range]: 36 [34-40]). The percentage time spent in PB was also calculated for each infant (%PB). Spontaneous sighs were identified and breath-by-breath measurements of (uncalibrated) ventilation were derived from RIP traces. Loop gain (LG, a measure of ventilatory control instability) was calculated by fitting a simple ventilatory control model (gain, time-constant, delay) to the post-sigh ventilatory pattern. For comparison, periodic inter-breath variability was also quantified using power spectral analysis (ventilatory oscillation magnitude index [VOMI]). Results %PB was strongly associated with LG (r2 = 0.77, p < 0.001) and moderately with the VOMI (r2 = 0.21, p = 0.047). LG (0.52 ± 0.05 vs. 0.30 ± 0.03; p = 0.0025) and the VOMI (-8.2 ± 1.1 dB vs. -11.8 ± 0.9 dB; p = 0.026) were both significantly higher in infants that displayed PB vs. those without. Conclusions LG and VOMI determined from the ventilatory responses to spontaneous sighs can provide a practical approach to assessing ventilatory control instability in preterm infants. Such simple techniques may help identify infants at particular risk for ventilatory instabilities with concomitant hypoxemia and its associated consequences.
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Affiliation(s)
- Bradley A Edwards
- Sleep and Circadian Medicine Laboratory, Department of Physiology, Monash University, Melbourne, Australia.,School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia.,Division of Sleep and Circadian Disorders, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Leonardo Nava-Guerra
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA
| | - James S Kemp
- Division of Allergy, Immunology and Pulmonary Medicine, Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - John L Carroll
- Division of Pediatric Pulmonary and Sleep Medicine, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Michael C Khoo
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA
| | - Scott A Sands
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Philip I Terrill
- School of Information Technology and Electrical Engineering, University of Queensland, Brisbane, Australia
| | - Shane A Landry
- Sleep and Circadian Medicine Laboratory, Department of Physiology, Monash University, Melbourne, Australia.,School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia
| | - Raouf S Amin
- Division of Pulmonary Medicine, Department of Pediatrics, Cincinnati Children Hospital Medical Center, Cincinnati, OH
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Bokov P, Matrot B, Gallego J, Delclaux C. Comparison of methods of chemical loop gain measurement during tidal ventilation in awake healthy subjects. J Appl Physiol (1985) 2018; 125:1681-1692. [DOI: 10.1152/japplphysiol.00010.2018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
The loop gain (LG) is defined as the ratio of a ventilatory response over the perturbation in ventilation, and it is used to analyze ventilatory control stability. The LG can be derived from minute ventilation (V̇e), end-tidal Pco2 ([Formula: see text]), and end-tidal Po2 ([Formula: see text]) values. Several methods of LG assessment have been developed, which have never been compared. We evaluated the computability, the short-term repeatability, and the agreement of six published (or slightly modified) models for LG determination. These models included three unconstrained autoregressive models, univariate (V̇e), bivariate (V̇e, [Formula: see text]), and trivariate (V̇e, [Formula: see text], and [Formula: see text]), and three analytical transfer function constrained models based on V̇e, V̇e and CO2-sensitivity, and V̇e and central and peripheral CO2 sensitivities, respectively. The models were tested with tidal breathing data in 37 awake healthy subjects (median age 35 yr; 23 women, 14 men). Modeling failed in 11, 0, and 0 subjects for the three unconstrained models, respectively, and 4, 1, and 9 subjects for the three constrained models, respectively. Bland and Altman analyses of the LG values in the medium frequency range of two separate recordings demonstrated good repeatability for four models, excluding univariate and trivariate unconstrained models. The four repeatable models gave LG values that were in agreement (medium frequency LG, median 0.100–0.210), although the constrained model based on V̇e systematically overestimated LG values. The variances explained by these models were ∼20%. In conclusion, model-based analyses of tidal breathing were performed with different approaches that gave comparable results for chemical LG and explained variance. NEW & NOTEWORTHY Several methods of chemical loop gain measurement have been published but never compared. We show that a better repeatability is obtained with analytical constrained models compared with autoregressive unconstrained models and that the repeatable models gave comparable results of loop gain, even if the calculation based on ventilation-only recording gave higher values than those obtained with both ventilation and end-tidal Pco2 recording. The explained variance of ventilation was similar whatever the model.
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Affiliation(s)
- Plamen Bokov
- INSERM, UMR1141, Hôpital Universitaire Robert Debré, Paris, France
- Service de Physiologie Pédiatrique, Hôpital Universitaire Robert Debré, AP-HP, Paris, France
- Faculté de Médecine, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Boris Matrot
- INSERM, UMR1141, Hôpital Universitaire Robert Debré, Paris, France
| | - Jorge Gallego
- INSERM, UMR1141, Hôpital Universitaire Robert Debré, Paris, France
| | - Christophe Delclaux
- INSERM, UMR1141, Hôpital Universitaire Robert Debré, Paris, France
- Service de Physiologie Pédiatrique, Hôpital Universitaire Robert Debré, AP-HP, Paris, France
- Faculté de Médecine, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
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Diffuse Subcutaneous Emphysema, Pneumomediastinum, and Pneumothorax following Robotic Assisted Laparoscopic Hysterectomy. Case Rep Emerg Med 2017; 2017:2674216. [PMID: 29158923 PMCID: PMC5660768 DOI: 10.1155/2017/2674216] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2017] [Accepted: 09/12/2017] [Indexed: 11/18/2022] Open
Abstract
Robotic assisted laparoscopic surgery is becoming more widely available, but despite its multiple benefits, it is not without risk. This case is of a 62-year-old female who presented to the emergency department for dyspnea two days after robotic assisted laparoscopic hysterectomy. Physical exam revealed diffuse facial, neck, upper extremity, torso, and lower extremity crepitus, which was diagnosed as diffuse subcutaneous air on computed tomography (CT). Imaging also revealed right apical pneumothorax and pneumomediastinum. The patient progressively improved over one month, with resolution of symptoms.
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Development of a clinical applicable graphical user interface to automatically detect exercise oscillatory ventilation: The VOdEX-tool. Int J Cardiol 2017; 240:291-296. [DOI: 10.1016/j.ijcard.2016.12.159] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Revised: 11/14/2016] [Accepted: 12/18/2016] [Indexed: 12/28/2022]
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Bokov P, Fiamma MN, Chevalier-Bidaud B, Chenivesse C, Straus C, Similowski T, Delclaux C. Increased ventilatory variability and complexity in patients with hyperventilation disorder. J Appl Physiol (1985) 2016; 120:1165-72. [DOI: 10.1152/japplphysiol.00859.2015] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Accepted: 02/10/2016] [Indexed: 12/18/2022] Open
Abstract
It has been hypothesized that hyperventilation disorders could be characterized by an abnormal ventilatory control leading to enhanced variability of resting ventilation. The variability of tidal volume (VT) often depicts a nonnormal distribution that can be described by the negative slope characterizing augmented breaths formed by the relationship between the probability density distribution of VT and VT on a log-log scale. The objectives of this study were to describe the variability of resting ventilation [coefficient of variation (CV) of VT and slope], the stability in respiratory control (loop, controller and plant gains characterizing ventilatory-chemoresponsiveness interactions) and the chaotic-like dynamics (embedding dimension, Kappa values characterizing complexity) of resting ventilation in patients with a well-defined dysfunctional breathing pattern characterized by air hunger and constantly decreased PaCO2 during a cardiopulmonary exercise test. Compared with 14 healthy subjects with similar anthropometrics, 23 patients with hyperventilation were characterized by increased variability of resting tidal ventilation (CV of VT median [interquartile]: 26% [19-35] vs. 36% [28–48], P = 0.020; slope: −6.63 [−7.65; −5.36] vs. −3.88 [−5.91; −2.66], P = 0.004) that was not related to increased chemical drive (loop gain: 0.051 [0.039–0.221] vs. 0.044 [0.012–0.087], P = 0.149) but that was related to an increased ventilatory complexity (Kappa values, P < 0.05). Plant gain was decreased in patients and correlated with complexity (with Kappa 5 − degree 5: Rho = −0.48, P = 0.006). In conclusion, well-defined patients suffering from hyperventilation disorder are characterized by increased variability of their resting ventilation due to increased ventilatory complexity with stable ventilatory-chemoresponsiveness interactions.
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Affiliation(s)
- Plamen Bokov
- AP-HP, Hôpital Européen Georges Pompidou, Service de Physiologie, Clinique de la Dyspnée, Paris, and Université Paris Descartes, Sorbonne Paris Cité, Faculté de Médecine, Paris, France
| | - Marie-Noëlle Fiamma
- Sorbonne Universités, UPMC Université Paris 06, UMR_S 1158, Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
| | - Brigitte Chevalier-Bidaud
- AP-HP, Hôpital Européen Georges Pompidou, Unité d'Épidémiologie et de Recherche Clinique, Paris, France
| | - Cécile Chenivesse
- Sorbonne Universités, UPMC Université Paris 06, UMR_S 1158, Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière Charles Foix, Service de Pneumologie et Réanimation Médicale, Paris, France
| | - Christian Straus
- Sorbonne Universités, UPMC Université Paris 06, UMR_S 1158, Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière Charles Foix, Service d'Explorations Fonctionnelles de la Respiration, de l'Exercice et de la Dyspnée, Paris, France
| | - Thomas Similowski
- Sorbonne Universités, UPMC Université Paris 06, UMR_S 1158, Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière Charles Foix, Service de Pneumologie et Réanimation Médicale, Paris, France
| | - Christophe Delclaux
- AP-HP, Hôpital Européen Georges Pompidou, Service de Physiologie, Clinique de la Dyspnée, Paris, and Université Paris Descartes, Sorbonne Paris Cité, Faculté de Médecine, Paris, France
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13
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Affiliation(s)
- Lee K Brown
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, School of Medicine, and the Department of Electrical and Computer Engineering, School of Engineering, University of New Mexico, Albuquerque, NM.
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14
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Shin W, Jen R, Li Y, Malhotra A. Tailored treatment strategies for obstructive sleep apnea. Respir Investig 2015; 54:2-7. [PMID: 26718138 DOI: 10.1016/j.resinv.2015.09.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Revised: 09/07/2015] [Accepted: 09/22/2015] [Indexed: 01/28/2023]
Abstract
Obstructive sleep apnea (OSA) is characterized by repetitive collapse of the upper airway (UA) during sleep and is associated with chronic intermittent hypoxemia, catecholamine surges, and sleep disrupt. Multiple pathophysiological risk factors have been identified and contribute to OSA, including anatomical abnormalities (elevated UA mechanical load), compromised UA dilators, increased loop gain (unstable respiratory control), and decreased arousal threshold. These factors may contribute to the pathophysiology of sleep apnea in different individuals and recent evidence suggests that treatment may be targeted towards underlying pathophysiological mechanism. In some cases, combination therapy may be required to treat the condition.
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Affiliation(s)
- Wonchul Shin
- Department of Neurology, Kyung Hee University College of Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Republic of Korea.
| | - Rachel Jen
- Respiratory Division, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.
| | - Yanru Li
- Beijing Tongren Hospital, Capital Medical University, Department of Otolaryngology Head and Neck Surgery, Beijing, China.
| | - Atul Malhotra
- University of California at San Diego, Division of Pulmonary, Critical Care and Sleep Medicine, 9300 Campus Point Drive #7381, La Jolla, CA 92037-7381, USA.
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15
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Loop gain in severely obese women with obstructive sleep apnoea. Respir Physiol Neurobiol 2015; 221:49-53. [PMID: 26590323 DOI: 10.1016/j.resp.2015.11.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Revised: 10/29/2015] [Accepted: 11/09/2015] [Indexed: 11/20/2022]
Abstract
Our objective was to assess whether obstructive sleep apnoea (OSA) patients were characterised by a reduced central CO2 controller gain (CG) and an enhanced plant gain (PG). We matched three groups of women (n=10 per group) enrolled in a previous study (Essalhi et al., J. Asthma. 50: 565-572, 2013): obese women with a respiratory disturbance index (RDI)≥15/h and with a RDI<15, and lean women without OSA (RDI<5). Tidal ventilation recordings during wakefulness with end-tidal PCO2 monitoring allowed the assessment of loop gain (LG) and its components (PG and CG). LG were similar for the three groups (p=0.844) while both PG and CG depicted significant differences (p=0.046 and p=0.011, respectively). Obese women with OSA were characterised by an increased PG and a reduced CG as compared to obese women without OSA. A negative relationship between CG and RDI (rho=-0.46, p=0.008) was evidenced. In conclusion, OSA in women is associated with a reduced central CO2 controller gain and an enhanced plant gain.
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16
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Abuyassin B, Sharma K, Ayas NT, Laher I. Obstructive Sleep Apnea and Kidney Disease: A Potential Bidirectional Relationship? J Clin Sleep Med 2015; 11:915-24. [PMID: 25845900 PMCID: PMC4513269 DOI: 10.5664/jcsm.4946] [Citation(s) in RCA: 85] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Accepted: 03/03/2015] [Indexed: 01/02/2023]
Abstract
Chronic kidney disease (CKD) is associated with high mortality rates and heavy economic and social burdens. Nearly 10% of the United States population suffer from CKD, with fatal outcomes increased by 16-40 times even before reaching end-stage renal disease. The prevalence of obstructive sleep apnea (OSA) is between 3% and 7% in the general population, and has increased dramatically during the last 2 decades along with increased rates of obesity. However, the prevalence of OSA is much greater in patients with CKD. In addition, aggressive dialysis improves OSA. The current literature suggests a bidirectional association between CKD and OSA through a number of potential pathological mechanisms, which increase the possibility of both diseases being possible risk factors for each other. CKD may lead to OSA through a variety of mechanisms, including alterations in chemoreflex responsiveness, pharyngeal narrowing due to fluid overload, and accumulation of uremic toxins. It is also being increasingly recognized that OSA can also accelerate loss of kidney function. Moreover, animals exposed to intermittent hypoxia suffer histopathological renal damage. Potential mechanisms of OSA-associated renal dysfunction include renal hypoxia, hypertension, endothelial dysfunction, activation of the sympathetic nervous system, and increased oxidative stress.
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Affiliation(s)
- Bisher Abuyassin
- Departments of Pharmacology and Therapeutics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Kumar Sharma
- Institute of Metabolomic Medicine and Center for Renal Translational Medicine, University of California, San Diego, La Jolla, CA
| | - Najib T. Ayas
- Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Ismail Laher
- Departments of Pharmacology and Therapeutics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
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17
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Abstract
Problems at altitude are most often thought of in trained athletes summiting extremes of elevation. A more common group that needs consideration is the average person with obstructive sleep apnea who must travel to high altitudes for business or pleasure. While the altitudes involved are not likely to be as extreme as for those athletes climbing peaks like Mt. Everest, the increases in elevation may present difficulties for patients, especially if overnight stay is expected. The pathophysiology of altitude-related CNS, respiratory, and sleep disorders is discussed along with treatment options.
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Affiliation(s)
- Terry Rolan
- Department of Neurology, University of Missouri, Columbia
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18
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Caravita S, Faini A, Lombardi C, Valentini M, Gregorini F, Rossi J, Meriggi P, Di Rienzo M, Bilo G, Agostoni P, Parati G. Sex and acetazolamide effects on chemoreflex and periodic breathing during sleep at altitude. Chest 2015; 147:120-131. [PMID: 25188815 DOI: 10.1378/chest.14-0317] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
OBJECTIVE Nocturnal periodic breathing occurs more frequently in men than in women with various clinical and pathophysiologic conditions. The mechanisms accounting for this sex-related difference are not completely understood. Acetazolamide effectively counteracts nocturnal periodic breathing, but it has been investigated almost exclusively in men. Our aim was to explore possible determinants of nocturnal periodic breathing in a high-altitude setting both in men and in women. We hypothesized that increased hypoxic chemosensitivity in men could be associated with the development of nocturnal periodic breathing at altitude more frequently than in women, and that acetazolamide, by leftward shifting the CO2 ventilatory response, could improve nocturnal periodic breathing at altitude in a sex-independent manner. METHODS Forty-four healthy lowlanders (21 women), randomized to acetazolamide or placebo, underwent cardiorespiratory sleep studies at sea level off treatment and under treatment on the first night after arrival at a 4,559-m altitude. Hypoxic and hypercapnic chemosensitivities were assessed at sea level. RESULTS Men, more frequently than women, exhibited increased hypoxic chemosensitivity and displayed nocturnal periodic breathing at altitude. Acetazolamide leftward shifted the CO2 set point and, at altitude, improved oxygenation and reduced periodic breathing in both sexes, but to a larger extent in men. Hypoxic chemosensitivity directly correlated with the number of apneas/hypopneas at altitude in the placebo group but not in the acetazolamide group. CONCLUSIONS The greater severity of periodic breathing during sleep displayed by men at altitude could be attributed to their increased hypoxic chemosensitivity. Acetazolamide counteracted the occurrence of periodic breathing at altitude in both sexes, modifying the apneic threshold and improving oxygenation. TRIAL REGISTRY EU Clinical Trials Register, EudraCT; No.: 2010-019986-27; URL: https://www.clinicaltrialsregister.eu.
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Affiliation(s)
- Sergio Caravita
- Istituto Auxologico Italiano (Drs Caravita, Faini, Lombardi, Valentini, Rossi, Bilo, and Parati and Ms Gregorini); Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Department of Cardiovascular, Neural and Metabolic Sciences, S. Luca Hospital; the Department of Health Sciences (Drs Caravita and Parati)
| | - Andrea Faini
- Istituto Auxologico Italiano (Drs Caravita, Faini, Lombardi, Valentini, Rossi, Bilo, and Parati and Ms Gregorini)
| | - Carolina Lombardi
- Istituto Auxologico Italiano (Drs Caravita, Faini, Lombardi, Valentini, Rossi, Bilo, and Parati and Ms Gregorini)
| | - Mariaconsuelo Valentini
- Istituto Auxologico Italiano (Drs Caravita, Faini, Lombardi, Valentini, Rossi, Bilo, and Parati and Ms Gregorini)
| | - Francesca Gregorini
- Istituto Auxologico Italiano (Drs Caravita, Faini, Lombardi, Valentini, Rossi, Bilo, and Parati and Ms Gregorini)
| | - Jessica Rossi
- Istituto Auxologico Italiano (Drs Caravita, Faini, Lombardi, Valentini, Rossi, Bilo, and Parati and Ms Gregorini)
| | - Paolo Meriggi
- University of Milano-Bicocca; Polo Tecnologico (Dr Meriggi and Mr Di Rienzo)
| | - Marco Di Rienzo
- University of Milano-Bicocca; Polo Tecnologico (Dr Meriggi and Mr Di Rienzo)
| | - Grzegorz Bilo
- Istituto Auxologico Italiano (Drs Caravita, Faini, Lombardi, Valentini, Rossi, Bilo, and Parati and Ms Gregorini)
| | - Piergiuseppe Agostoni
- Biomedical Technology Department, Fondazione Don Carlo Gnocchi Onlus; Centro Cardiologico Monzino (Dr Agostoni)IRCCS; and the Department of Clinical Sciences and Community Health University of Milan, Milan, Italy
| | - Gianfranco Parati
- Istituto Auxologico Italiano (Drs Caravita, Faini, Lombardi, Valentini, Rossi, Bilo, and Parati and Ms Gregorini); Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Department of Cardiovascular, Neural and Metabolic Sciences, S. Luca Hospital; the Department of Health Sciences (Drs Caravita and Parati).
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19
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Sutherland K, Cistulli PA. Recent advances in obstructive sleep apnea pathophysiology and treatment. Sleep Biol Rhythms 2014. [DOI: 10.1111/sbr.12098] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Kate Sutherland
- Department of Respiratory and Sleep Medicine; Center for Sleep Health and Research; Royal North Shore Hospital; University of Sydney; Sydney New South Wales Australia
- Discipline of Sleep Medicine; Sydney Medical School; University of Sydney; Sydney New South Wales Australia
- Woolcock Institute of Medical Research; University of Sydney; Sydney New South Wales Australia
| | - Peter A Cistulli
- Department of Respiratory and Sleep Medicine; Center for Sleep Health and Research; Royal North Shore Hospital; University of Sydney; Sydney New South Wales Australia
- Discipline of Sleep Medicine; Sydney Medical School; University of Sydney; Sydney New South Wales Australia
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20
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Segers LS, Nuding SC, Ott MM, Dean JB, Bolser DC, O'Connor R, Morris KF, Lindsey BG. Peripheral chemoreceptors tune inspiratory drive via tonic expiratory neuron hubs in the medullary ventral respiratory column network. J Neurophysiol 2014; 113:352-68. [PMID: 25343784 DOI: 10.1152/jn.00542.2014] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Models of brain stem ventral respiratory column (VRC) circuits typically emphasize populations of neurons, each active during a particular phase of the respiratory cycle. We have proposed that "tonic" pericolumnar expiratory (t-E) neurons tune breathing during baroreceptor-evoked reductions and central chemoreceptor-evoked enhancements of inspiratory (I) drive. The aims of this study were to further characterize the coordinated activity of t-E neurons and test the hypothesis that peripheral chemoreceptors also modulate drive via inhibition of t-E neurons and disinhibition of their inspiratory neuron targets. Spike trains of 828 VRC neurons were acquired by multielectrode arrays along with phrenic nerve signals from 22 decerebrate, vagotomized, neuromuscularly blocked, artificially ventilated adult cats. Forty-eight of 191 t-E neurons fired synchronously with another t-E neuron as indicated by cross-correlogram central peaks; 32 of the 39 synchronous pairs were elements of groups with mutual pairwise correlations. Gravitational clustering identified fluctuations in t-E neuron synchrony. A network model supported the prediction that inhibitory populations with spike synchrony reduce target neuron firing probabilities, resulting in offset or central correlogram troughs. In five animals, stimulation of carotid chemoreceptors evoked changes in the firing rates of 179 of 240 neurons. Thirty-two neuron pairs had correlogram troughs consistent with convergent and divergent t-E inhibition of I cells and disinhibitory enhancement of drive. Four of 10 t-E neurons that responded to sequential stimulation of peripheral and central chemoreceptors triggered 25 cross-correlograms with offset features. The results support the hypothesis that multiple afferent systems dynamically tune inspiratory drive in part via coordinated t-E neurons.
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Affiliation(s)
- L S Segers
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, Tampa, Florida; and
| | - S C Nuding
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, Tampa, Florida; and
| | - M M Ott
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, Tampa, Florida; and
| | - J B Dean
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, Tampa, Florida; and
| | - D C Bolser
- Department of Physiological Sciences, College of Veterinary Medicine, University of Florida, Gainesville, Florida
| | - R O'Connor
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, Tampa, Florida; and
| | - K F Morris
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, Tampa, Florida; and
| | - B G Lindsey
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, Tampa, Florida; and
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21
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Potvin C, Rossignol O, Uppari N, Dallongeville A, Bairam A, Joseph V. Reduced hypoxic ventilatory response in newborn mice knocked-out for the progesterone receptor. Exp Physiol 2014; 99:1523-37. [DOI: 10.1113/expphysiol.2014.080986] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Catherine Potvin
- Department of Pediatrics, CR-CHU de Québec; Université Laval; Québec Canada
| | - Orlane Rossignol
- Department of Pediatrics, CR-CHU de Québec; Université Laval; Québec Canada
| | | | | | - Aida Bairam
- Department of Pediatrics, CR-CHU de Québec; Université Laval; Québec Canada
| | - Vincent Joseph
- Department of Pediatrics, CR-CHU de Québec; Université Laval; Québec Canada
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22
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Clinical challenges to ventilatory control. Respir Physiol Neurobiol 2013; 189:211-2. [PMID: 24056024 DOI: 10.1016/j.resp.2013.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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