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Radovanovic D, Rizzi M, Airoldi A, Mantero M, Di Marco F, Raccanelli R, Santus P. Effect of continuous positive airway pressure on respiratory drive in patients with obstructive sleep apnea. Sleep Med 2019; 64:3-11. [PMID: 31655322 DOI: 10.1016/j.sleep.2019.05.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 05/03/2019] [Accepted: 05/06/2019] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Patients with obstructive sleep apnea (OSA) have an altered control of breathing during wakefulness. Thus far, whether and how treatment with continuous positive airway pressure (CPAP) may restore these abnormalities has been poorly understood. The aim of this study was to investigate the long-term effects of CPAP on the breathing pattern, ventilatory drive (VDr), and chemoreceptor sensitivity in OSA patients. PATIENTS AND METHODS This was a prospective, observational study, carried out in an academic sleep outpatient clinic. A total of 62 patients with OSA (mean age [SD], 51 [11] years) underwent polysomnography (PSG), breathing pattern assessment, mouth occlusion pressure, ventilatory response to hypoxemia (Ve/SaO2), and hypercapnia (Ve/PETCO2) before and after CPAP titration and during 12-month follow-up. A total of 48 age-matched healthy subjects served as controls. Patients with good (≥6 h/night) and poor (<6 h/night) compliance with CPAP were also compared. RESULTS At baseline, VDr as well as thoracic and inspiratory impedances were greater in patients with OSA compared with controls and were reduced by CPAP treatment, starting from the night of titration (P < 0.01), especially in patients with good compliance with CPAP. Baseline Ve/SaO2 was higher in OSA patients (P < 0.05) and was progressively normalized during CPAP treatment (P < 0.001). The pathophysiological changes were mainly due to a reduction in tidal volume. The remaining breathing pattern parameters were unaltered by CPAP treatment and were similar between groups. CONCLUSION In OSA patients, the mechanics of breathing are inefficient because of an imbalance of the VDr. Regular CPAP treatment improves the efficiency of the respiratory system and normalizes the hypoxemic stimulus.
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Affiliation(s)
- Dejan Radovanovic
- Division of Respiratory Diseases, Luigi Sacco University Hospital, Department of Biomedical and Clinical Sciences (DIBIC), Università degli Studi di Milano, Milan, Italy
| | - Maurizio Rizzi
- Division of Respiratory Diseases, Luigi Sacco University Hospital, Department of Biomedical and Clinical Sciences (DIBIC), Università degli Studi di Milano, Milan, Italy
| | - Andrea Airoldi
- Division of Respiratory Diseases, Luigi Sacco University Hospital, Department of Biomedical and Clinical Sciences (DIBIC), Università degli Studi di Milano, Milan, Italy
| | - Marco Mantero
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy; Internal Medicine Department, Respiratory Unit and Regional Adult Cystic Fibrosis Center, IRCCS Fondazione Cá Granda Ospedale Policlinico, Milan, Italy
| | - Fabiano Di Marco
- Dipartimento di Scienze della Salute, Università degli Studi di Milano, Respiratory Unit, ASST - Ospedale Papa Giovanni XXIII, Bergamo, Italy
| | - Rita Raccanelli
- Cardiorespiratory Rehabilitation Medicine, IRCCS ICS Maugeri SPA SB, Milan, Italy
| | - Pierachille Santus
- Division of Respiratory Diseases, Luigi Sacco University Hospital, Department of Biomedical and Clinical Sciences (DIBIC), Università degli Studi di Milano, Milan, Italy.
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Energy based feature extraction for classification of sleep apnea syndrome. Comput Biol Med 2009; 39:1043-50. [DOI: 10.1016/j.compbiomed.2009.08.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2009] [Revised: 06/21/2009] [Accepted: 08/19/2009] [Indexed: 11/18/2022]
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Abstract
The increasing prevalence of obesity in children seems to be associated with an increased prevalence of obstructive sleep apnea syndrome (OSAS) in children. Possible pathophysiological mechanisms contributing to this association include the following: adenotonsillar hypertrophy due to increased somatic growth, increased critical airway closing pressure, altered chest wall mechanics, and abnormalities of ventilatory control. However, the details of these mechanisms and their interactions have not been elucidated. In addition, obesity and OSAS are both associated with metabolic syndrome, which is a constellation of features such as hypertension, insulin resistance, dyslipidemia, abdominal obesity, and prothrombotic and proinflammatory states. There is some evidence that OSAS may contribute to the progression of metabolic syndrome with a potential for significant morbidity. The treatment of OSAS in obese children has not been standardized. Adenotonsillectomy is considered the primary intervention followed by continuous positive airway pressure treatment if OSAS persists. Other methods such as oral appliances, surgery, positional therapy, and weight loss may be beneficial for individual subjects. The present review discusses these issues and suggests an approach to the management of obese children with snoring and possible OSAS.
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Affiliation(s)
- Raanan Arens
- Div. of Respiratory and Sleep Medicine, Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, NY 10467-2490, USA.
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Tagluk ME, Sezgin N. Classification of sleep apnea through sub-band energy of abdominal effort signal using Wavelets + Neural Networks. J Med Syst 2009; 34:1111-9. [PMID: 20703596 DOI: 10.1007/s10916-009-9330-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2009] [Accepted: 06/07/2009] [Indexed: 12/22/2022]
Abstract
Detection and classification of sleep apnea syndrome (SAS) is a critical problem. In this study an efficient method for classification sleep apnea through sub-band energy of abdominal effort using a particularly designed hybrid classifier as Wavelets + Neural Network is proposed. The Abdominal respiration signals were separated into spectral sub-band energy components with multi-resolution Discrete Wavelet Transform (DWT). The energy content of these spectral components was applied to the input of the artificial neural network (ANN). The ANN was configured to give three outputs dedicated to SAS cases; obstructive sleep apnea (OSA), central sleep apnea (CSA) and mixed sleep apnea (MSA). Through the network, satisfactory results that rewarding 85.62% mean accuracy in classifying SAS were obtained.
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Affiliation(s)
- M Emin Tagluk
- Department of Electrical and Electronics Engineering, University of Inonu, Malatya, Turkey
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Wellman A, Malhotra A, Jordan AS, Stevenson KE, Gautam S, White DP. Effect of oxygen in obstructive sleep apnea: role of loop gain. Respir Physiol Neurobiol 2008; 162:144-51. [PMID: 18577470 DOI: 10.1016/j.resp.2008.05.019] [Citation(s) in RCA: 177] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2008] [Revised: 05/26/2008] [Accepted: 05/29/2008] [Indexed: 10/22/2022]
Abstract
We compared the effect of oxygen on the apnea-hypopnea index (AHI) in six obstructive sleep apnea patients with a relatively high loop gain (LG) and six with a low LG. LG is a measure of ventilatory control stability. In the high LG group (unstable ventilatory control system), oxygen reduced the LG from 0.69+/-0.18 to 0.34+/-0.04 (p<0.001) and lowered the AHI by 53+/-33% (p=0.04 compared to the percent reduction in the low LG group). In the low LG group (stable ventilatory control system), oxygen had no effect on LG (0.24+/-0.04 on room air, 0.29+/-0.07 on oxygen, p=0.73) and very little effect on AHI (8+/-27% reduction with oxygen). These data suggest that ventilatory instability is an important mechanism causing obstructive sleep apnea in some patients (those with a relatively high LG), since lowering LG with oxygen in these patients significantly reduces AHI.
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Affiliation(s)
- Andrew Wellman
- Division of Sleep Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
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Makinodan K, Yoshikawa M, Fukuoka A, Tamaki S, Koyama N, Yamauchi M, Tomoda K, Hamada K, Kimura H. Effect of Serum Leptin Levels on Hypercapnic Ventilatory Response in Obstructive Sleep Apnea. Respiration 2008; 75:257-64. [DOI: 10.1159/000112471] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2007] [Accepted: 08/28/2007] [Indexed: 11/19/2022] Open
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Abstract
AIMS To test the hypothesis that apnoea of infancy (AOI) is due to a deficit in chemoreception. METHODS Tests were performed on 112 infants: 43 healthy control infants, 28 infants with periodic breathing or central apnoea (PBCA), and 41 infants with obstructive apnoea (OA) on overnight polysomnography. Chemoreceptor responses to hypercapnia (4% and 6% CO2 in air) for 6-8 minutes and hyperoxia (100% O2) for 60 seconds were expressed in terms of response strength and reaction time. Age at birth (gestational week 37-41) and age at test (2-34 postnatal weeks) were comparable across groups (median, min-max value). A total of 70 CO2 and 71 O2 tests were analysed. RESULTS The strongest and fastest CO2 responders were control infants: their median increase in ventilation was 291%/kPaCO2 and their reaction time 16 breaths. In infants with PBCA and OA, the increase in ventilation was 41% and 130%/kPaCO2, and reaction time 64 and 54 breaths, respectively. There was a significant negative correlation between CO2 response strength and response time. In response to hyperoxia there was a comparable decrease in ventilation in all infants (12-20%), but a significantly longer response time in infants with apnoea (20 v 12 breaths). There was no correlation between the response strength and response time to O2 and CO2. CONCLUSION An inappropriate central control of respiration is an important mechanism in the pathogenesis of apnoea of infancy.
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Affiliation(s)
- M Katz-Salamon
- Dept for Women's and Child Health, Karolinska Institute, Elevhemmet H1O2, S-171 76 Stockholm, Sweden.
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Asyali MH, Berry RB, Khoo MCK. Assessment of closed-loop ventilatory stability in obstructive sleep apnea. IEEE Trans Biomed Eng 2002; 49:206-16. [PMID: 11878312 DOI: 10.1109/10.983454] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Previous studies on ventilatory control in obstructive sleep apnea (OSA) have generally indicated depressed chemosensitivity, implying greater stability of the chemical control of breathing in these subjects. However, these results were based on tests involving steady-state or quasi-steady measurements obtained in wakefulness. We have developed a method for assessing the dynamic stability characteristics of chemoreflex control in OSA patients during sleep. While continuous positive airway pressure was applied to stabilize the upper airways, acoustically stimulated arousals were used to perturb the respiratory system during sleep. The fluctuations in esophageal pressure that ensued were analyzed, using a closed-loop minimal model, to estimate the chemoreflex loop impulse response (CLIR). Tests using simulated data confirmed the validity of our estimation algorithm. Application of the method to arousal responses measured in six OSA and five normal subjects revealed no statistically significant differences in gain margins and loop gain magnitudes between the two groups. However, the CLIR in the OSA subjects exhibited faster and more oscillatory dynamics. This result implies that, in addition to unstable upper airway mechanics, an underdamped chemoreflex control system may be another important factor that promotes the occurrence of periodic obstructive apneas during sleep.
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Affiliation(s)
- Musa H Asyali
- Biostatistics, Epidemiology and Scientific Computing Department, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
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Akashiba T, Kawahara S, Kosaka N, Ito D, Saito O, Majima T, Horie T. Determinants of chronic hypercapnia in Japanese men with obstructive sleep apnea syndrome. Chest 2002; 121:415-21. [PMID: 11834651 DOI: 10.1378/chest.121.2.415] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
STUDY OBJECTIVE To identify the determinants of chronic hypercapnia (ie, PaCO(2), > or = 45 mm Hg) in men with obstructive sleep apnea syndrome (OSAS) without airflow obstruction. DESIGN An analysis was conducted of 143 male patients with OSAS, which had been diagnosed by polysomnography (PSG), who had been referred to a university hospital. Patients were classified as hypercapnic (ie, PaCO(2), > or = 45 mm Hg) and normocapnic (ie, PaCO(2), < 45 mm Hg), and obese (ie, body mass index [BMI], > or = 30 kg/m(2)) or nonobese (ie, BMI, < 30 kg/m(2)). Patients with airflow obstruction (ie, FEV(1)/FVC ratio, < 70%) were excluded from the study. Baseline clinical characteristics, pulmonary function, PSG data, and blood gas data were compared between hypercapnic and normocapnic patients. Correlations between PaCO(2) and several anthropometric, respiratory, and polysomnographic variables were determined by stepwise multiple regression analysis. RESULTS Fifty-five patients (38%) were hypercapnic. Hypercapnic patients were younger and heavier, and had more abnormalities on pulmonary and PSG testing. Stepwise multiple regression analysis revealed that the PaCO(2) level was influenced significantly by the mean level of arterial oxygen saturation (SaO(2)) during sleep and by the percent of vital capacity (%VC) (R(2) = 0.430; p < 0.0001), indicating that 43% of the total variance in the PaCO(2) could be explained by the mean SaO(2) and %VC in hypercapnic patients. In contrast, only 13% of the total variance in the PaCO(2) was accounted for by the mean SaO(2) and BMI in normocapnic patients (R(2) = 0.134; p = 0.0034). The mean SaO(2), %VC, and PaO(2) were selected as independent variables for predicting the PaCO(2) in obese patients. These variables explained 41% of the total variance in the PaCO(2) (R(2) = 0.407; p < 0.0001), whereas the mean SaO(2) only accounted for 13% of the total variance in PaCO(2) levels in nonobese patients (R(2) = 0.134; p = 0.0064). CONCLUSION Nocturnal desaturation and restrictive pulmonary impairment play major roles in determining the PaCO(2) in hypercapnic and obese OSAS patients without airflow obstruction.
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Affiliation(s)
- Tsuneto Akashiba
- First Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan
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Browne HA, Adams L, Simonds AK, Morrell MJ. Impact of age on breathing and resistive pressure in people with and without sleep apnea. J Appl Physiol (1985) 2001; 90:1074-82. [PMID: 11181622 DOI: 10.1152/jappl.2001.90.3.1074] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
We investigated the effect of age on breathing and total pulmonary resistance (RL) during sleep by studying elderly (>65 yr) and young (25-38 yr) people without sleep apnea (EN and YN, respectively) matched for body mass index (BMI). To determine the impact of sleep apnea on age-related changes in breathing, we studied elderly and young apneic patients (EA and YA, respectively) matched for apnea and BMI. In all groups (n = 11), breathing during periods of stable sleep was analyzed to evaluate the intrinsic variability of respiratory control mechanisms. In the absence of sleep apnea, the variability of the breathing was similar in the elderly and young [mean (+/- SD) coefficient of variation (CV) of tidal volume (VT); wake: EN 21.0 +/- 14.9%, YN 14.7 +/- 5.5%; sleep: EN 14.0 +/- 6.0%; YN 11.5 +/- 6.4%]. In patients with sleep apnea, breathing during stable sleep was more irregular, but there were no age-related differences (CV of VT; wake: EA 22.0 +/- 11.6%, YA 16.7 +/- 11.3%; sleep: EA 32.8 +/- 24.9%, YA 25.2 +/- 16.3%). In addition, EN tended to have a higher RL (n = 6, RL midinspiration, wake: EN 7.1 +/- 3.0; YN 9.1 +/- 6.4 cmH(2)O. l(-1). s, sleep: EN 17.5 +/- 11.7; YN 9.8 +/- 2.0 cmH(2)O. l(-1). s). We conclude that aging per se does not contribute to the intrinsic variability of respiratory control mechanisms, although there may be a lower probability of finding elderly people without respiratory instability.
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Affiliation(s)
- H A Browne
- National Heart and Lung Institute, Imperial College School of Medicine, London W6 8PR, United Kingdom
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Sin DD, Jones RL, Man GC. Hypercapnic ventilatory response in patients with and without obstructive sleep apnea: do age, gender, obesity, and daytime PaCO(2) matter? Chest 2000; 117:454-9. [PMID: 10669690 DOI: 10.1378/chest.117.2.454] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
STUDY OBJECTIVE To evaluate the relationship between obstructive sleep apnea (OSA) and ventilatory responsiveness to carbon dioxide in both men and women. DESIGN An analysis of 219 patients referred to an university-based sleep center between 1989 to 1994 was conducted (104 with OSA and 115 without OSA; 43 women and 176 men). These patients had spirometry and a daytime hypercapnic ventilatory response (HCVR) test that was corrected to the patient's ability to attain maximal ventilation. Comparisons between OSA and no-OSA groups, as well as between men and women, were made using multivariate modeling techniques. RESULTS There was no significant difference in the slope of correlated HCVR (cHCVR) between those with and without OSA (1.57 +/- 0.57 vs 1.63 +/- 0.66; p = 0.48). In men, an inverse correlation between daytime PCO(2) and cHCVR was observed in both crude and multivariate analyses (crude beta-coefficient = - 0.04 +/- 0.02, p = 0.02; adjusted beta-coefficient = 0.07 +/- 0.02, p < 0.01). Although age and cHCVR did not share a significant relationship in the crude analysis (crude beta-coefficient = - 0.01 +/- 0.01, p = 0.10), with adjustments for confounding variables, a significant inverse relationship between age and cHCVR was observed (beta-coefficient = - 0.02 +/- 0.01, p = 0.04). On the other hand, in women, only body mass index (BMI) was positively correlated with cHCVR (crude beta-coefficient = 0.03 +/- 0.01, p = 0.01; adjusted beta-coefficient = 0.04 +/- 0.01, p < 0.01). CONCLUSION OSA disorder is not associated with a blunted ventilatory chemoresponsiveness to carbon dioxide. Elevated PaCO(2) and older age are significant correlates for a low cHCVR in men. For women only, BMI was associated with cHCVR. These findings suggest that men and women may have different ventilatory control mechanisms.
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Affiliation(s)
- D D Sin
- Department of Medicine, Division of Respirology, University of Alberta, Edmonton, Alberta, Canada
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Marcus CL. Pathophysiology of childhood obstructive sleep apnea: current concepts. RESPIRATION PHYSIOLOGY 2000; 119:143-54. [PMID: 10722857 DOI: 10.1016/s0034-5687(99)00109-7] [Citation(s) in RCA: 106] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The obstructive sleep apnea syndrome (OSAS) is a common and serious condition during childhood. Its pathophysiology remains poorly understood. Although OSAS is related to adenotonsillar hypertrophy in children, adenotonsillar hypertrophy is not likely the sole cause of sleep-disordered breathing in this age group. Rather, large tonsils and adenoids appear to precipitate OSAS in children with underlying abnormalities of upper airway function. Normal children have a relatively narrow upper airway, but maintain airway patency during sleep because of increased upper airway neuromotor tone and an increased central ventilatory drive. We speculate that OSAS occurs in those children lacking the compensatory upper airway neuromotor responses.
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Affiliation(s)
- C L Marcus
- The Eudowood Division of Pediatric Respiratory Sciences, Park 316, Johns Hopkins University, Baltimore, 600 N Wolfe Street, Baltimore, MD, USA.
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Soler JJ, Morales P, Benlloch E, Cordero PJ, Macián V. [Long-term effects of nasal continuous positive airway pressure on ventilatory patterns of patients with obstructive sleep apnea syndrome]. Arch Bronconeumol 1997; 33:172-8. [PMID: 9280559 DOI: 10.1016/s0300-2896(15)30626-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
We studied 20 patients with obstructive sleep apnea syndrome (OSAS) prospectively, before and after administering continuous positive airway pressure through a nasal mask (CPAPn) at night for 10 months, with the aim of determining the effects of ventilatory pattern of long-term treatment with CPAPn in OSAS patients. The following data were collected for all patients: anthropometric variables, lung function test results, arterial gasometric readings at rest, oxygen alveolar-arterial differential [Dif(A-a)O2)], central respiratory function variables at rest and during hypercapnic stimulus. Mean duration (range) of treatment with CPAPn was 12.5 (10-18) months. We observed a significant increase in PaO2 (p = 0.01) and a decrease in PaCO2 (p = 0.02) with slight variations in body weight and no changes in lung mechanics or in Dif(A-a)O2. The ventilatory pattern at rest showed an increased in VE and in respiratory frequency (p = 0.0003 and p = 0.033, respectively) with non significant changes in VT. The VT/Ti ratio increased (p = 0.015) and P0.1 decreased slightly (p = 0.025). We found no significant changes in the CO2 response slopes of VE or P0.1. In conclusion, CPAPn improves hypoxemia and hypercapnia in OSAS patients, above all by increasing baseline basal ventilation. The exact mechanisms implicated are poorly understood, but our data suggest a certain direct or indirect effect on respiratory muscles, reducing muscle fatigue, thus favoring greater availability during sleep.
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Affiliation(s)
- J J Soler
- Servicio de Neumología, Hospital Universitario La Fe, Valencia
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