1
|
Gregori-Pla C, Zirak P, Cotta G, Bramon P, Blanco I, Serra I, Mola A, Fortuna A, Solà-Soler J, Giraldo Giraldo BF, Durduran T, Mayos M. How does obstructive sleep apnea alter cerebral hemodynamics? Sleep 2023; 46:zsad122. [PMID: 37336476 PMCID: PMC10424168 DOI: 10.1093/sleep/zsad122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 04/02/2023] [Indexed: 06/21/2023] Open
Abstract
STUDY OBJECTIVES We aimed to characterize the cerebral hemodynamic response to obstructive sleep apnea/hypopnea events, and evaluate their association to polysomnographic parameters. The characterization of the cerebral hemodynamics in obstructive sleep apnea (OSA) may add complementary information to further the understanding of the severity of the syndrome beyond the conventional polysomnography. METHODS Severe OSA patients were studied during night sleep while monitored by polysomnography. Transcranial, bed-side diffuse correlation spectroscopy (DCS) and frequency-domain near-infrared diffuse correlation spectroscopy (NIRS-DOS) were used to follow microvascular cerebral hemodynamics in the frontal lobes of the cerebral cortex. Changes in cerebral blood flow (CBF), total hemoglobin concentration (THC), and cerebral blood oxygen saturation (StO2) were analyzed. RESULTS We considered 3283 obstructive apnea/hypopnea events from sixteen OSA patients (Age (median, interquartile range) 57 (52-64.5); females 25%; AHI (apnea-hypopnea index) 84.4 (76.1-93.7)). A biphasic response (maximum/minimum followed by a minimum/maximum) was observed for each cerebral hemodynamic variable (CBF, THC, StO2), heart rate and peripheral arterial oxygen saturation (SpO2). Changes of the StO2 followed the dynamics of the SpO2, and were out of phase from the THC and CBF. Longer events were associated with larger CBF changes, faster responses and slower recoveries. Moreover, the extrema of the response to obstructive hypopneas were lower compared to apneas (p < .001). CONCLUSIONS Obstructive apneas/hypopneas cause profound, periodic changes in cerebral hemodynamics, including periods of hyper- and hypo-perfusion and intermittent cerebral hypoxia. The duration of the events is a strong determinant of the cerebral hemodynamic response, which is more pronounced in apnea than hypopnea events.
Collapse
Affiliation(s)
- Clara Gregori-Pla
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 3, Castelldefels(Barcelona), 08860, Spain
| | - Peyman Zirak
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 3, Castelldefels(Barcelona), 08860, Spain
| | - Gianluca Cotta
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 3, Castelldefels(Barcelona), 08860, Spain
| | - Pau Bramon
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 3, Castelldefels(Barcelona), 08860, Spain
| | - Igor Blanco
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 3, Castelldefels(Barcelona), 08860, Spain
| | - Isabel Serra
- Departament de Matemàtiques, Facultat de Ciències, Universitat Autònoma de Barcelona, 08193, Cerdanyola del Vallès (Barcelona), Spain
- Computer Architecture and Operating Systems, Barcelona Supercomputing Center, Plaça Eusebi Güell, 1-3, 08034, Barcelona, Spain
| | - Anna Mola
- Sleep Unit, Department of Respiratory Medicine, Hospital de la Santa Creu i Sant Pau, C. de Sant Quintí, 89, 08041, Barcelona, Spain
| | - Ana Fortuna
- Sleep Unit, Department of Respiratory Medicine, Hospital de la Santa Creu i Sant Pau, C. de Sant Quintí, 89, 08041, Barcelona, Spain
| | - Jordi Solà-Soler
- Automatic Control Department (ESAII), Universitat Politècnica de Catalunya (UPC)-Barcelona Tech, 08028, Barcelona, Spain
- Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology, 08019, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Zaragoza, 50018, Spain
| | - Beatriz F Giraldo Giraldo
- Automatic Control Department (ESAII), Universitat Politècnica de Catalunya (UPC)-Barcelona Tech, 08028, Barcelona, Spain
- Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology, 08019, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Zaragoza, 50018, Spain
| | - Turgut Durduran
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 3, Castelldefels(Barcelona), 08860, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig de Lluís Companys, 23, 08010, Barcelona, Spain
| | - Mercedes Mayos
- Sleep Unit, Department of Respiratory Medicine, Hospital de la Santa Creu i Sant Pau, C. de Sant Quintí, 89, 08041, Barcelona, Spain
- CIBER Enfermedades Respiratorias (CibeRes) (CB06/06), C. Montforte de Lemos 3-5, 28029, Madrid, Spain
| |
Collapse
|
2
|
Abstract
SUMMARY Ischemic strokes most often occur between 6 am and 12 am after awakening from sleep but up to 30% occur during sleep. Wake-up strokes (WUS) are new focal neurological deficit(s) persisting for ≥ 24 hours attributable to an ischemic event present on patient awakening. Obstructive sleep apnea (OSA) is a major risk factor for WUS because it compounds the instability of the morning environment and increases the likelihood of cardiovascular events, including hypertension, atrial fibrillation, right-to-left shunts, and stroke. Circadian-driven alterations in structural, homeostatic, and serological factors also predispose to WUS. Also, WUS patients are often not considered candidates for time-dependent intravenous thrombolysis therapy because of an uncertain onset time. However, using the tissue clock (positive diffusion weighted imaging-negative fluid-attenuated inversion recovery mismatch) dates the WUS as 3 to 4.5 hours old and permits consideration for intravenous thrombolysis and if needed mechanical thrombectomy. Given the high prevalence of moderate/severe OSA in stroke patients and its impact on stroke outcomes, screening with overnight pulse oximetry and home sleep apnea test is needed. Treating OSA poststroke remains challenging. Polysomnographic changes in sleep architecture following acute/subacute stroke may also impact upon stroke outcome.
Collapse
Affiliation(s)
- Atif Zafar
- Department of Neurology, University of Toronto, Toronto, ON, Canada
| | - Parth Dhruv
- Department of Neurology, Kaiser Permanente, Santa Clara, California, U.S.A
| | | | | |
Collapse
|
3
|
Wu MM, Perdue K, Chan ST, Stephens KA, Deng B, Franceschini MA, Carp SA. Complete head cerebral sensitivity mapping for diffuse correlation spectroscopy using subject-specific magnetic resonance imaging models. BIOMEDICAL OPTICS EXPRESS 2022; 13:1131-1151. [PMID: 35414976 PMCID: PMC8973189 DOI: 10.1364/boe.449046] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/16/2022] [Accepted: 01/17/2022] [Indexed: 05/11/2023]
Abstract
We characterize cerebral sensitivity across the entire adult human head for diffuse correlation spectroscopy, an optical technique increasingly used for bedside cerebral perfusion monitoring. Sixteen subject-specific magnetic resonance imaging-derived head models were used to identify high sensitivity regions by running Monte Carlo light propagation simulations at over eight hundred uniformly distributed locations on the head. Significant spatial variations in cerebral sensitivity, consistent across subjects, were found. We also identified correlates of such differences suitable for real-time assessment. These variations can be largely attributed to changes in extracerebral thickness and should be taken into account to optimize probe placement in experimental settings.
Collapse
Affiliation(s)
- Melissa M. Wu
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, USA
| | | | - Suk-Tak Chan
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, USA
| | - Kimberly A. Stephens
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, USA
| | - Bin Deng
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, USA
| | | | - Stefan A. Carp
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, USA
| |
Collapse
|
4
|
Chuchalin AG, Gusev EI, Martynov MY, Kim TG, Shogenova LV. [Pulmonary insufficiency in acute stroke: risk factors and mechanisms of development]. Zh Nevrol Psikhiatr Im S S Korsakova 2020; 120:7-16. [PMID: 32790970 DOI: 10.17116/jnevro20201200717] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Various degrees of pulmonary insufficiency (PI) (PaO2 ≤60 mm Hg, SaO2 ≤90%) are diagnosed in most of patients with severe acute stroke (AS). Frequency and severity of PI positively correlates with the severity of AS. PI worsens patient's condition, prolongs the hospitalization period, and increases the probability of fatal outcome. Early clinical signs of PI may be undiagnosed due to the severity of stroke and thus not treated. The initiating pathogenic mechanism of PI is stress-related activation of sympathetic nervous system (SNS) and systemic immunosuppression. In severe stroke with mass effect, the rapid and significant increase in intracranial pressure may additionally activate the SNS. Risk factors of PI include older age, previous pulmonary disease, prolonged supine position, respiratory muscle dysfunction, apnea, and concomitant somatic diseases. Decompensation of somatic diseases leads to multiple stage reactions with facilitation of functional and morphologic changes in the pulmonary system, hypoxemia and hypoxia, promotes infectious complications and multiple organ failure and worsens neurological outcome. Diagnosis and treatment of PI in AS decreases mortality and improves rehabilitation prognosis.
Collapse
Affiliation(s)
- A G Chuchalin
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - E I Gusev
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - M Yu Martynov
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - T G Kim
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - L V Shogenova
- Pirogov Russian National Research Medical University, Moscow, Russia
| |
Collapse
|
5
|
Abstract
Wake-up stroke (WUS) or ischemic stroke occurring during sleep accounts for 14%-29.6% of all ischemic strokes. Management of WUS is complicated by its narrow therapeutic time window and attributable risk factors, which can affect the safety and efficacy of administering intravenous (IV) tissue plasminogen activator (t-PA). This manuscript will review risk factors of WUS, with a focus on obstructive sleep apnea, potential mechanisms of WUS, and evaluate studies assessing safety and efficacy of IV t-PA treatment in WUS patients guided by neuroimaging to estimate time of symptom onset. The authors used PubMed (1966 to March 2018) to search for the term "Wake-Up Stroke" cross-referenced with "pathophysiology," ''pathogenesis," "pathology," "magnetic resonance imaging," "obstructive sleep apnea," or "treatment." English language Papers were reviewed. Also reviewed were pertinent papers from the reference list of the above-matched manuscripts. Studies that focused only on acute Strokes with known-onset of symptoms were not reviewed. Literature showed several potential risk factors associated with increased risk of WUS. Although the onset of WUS is unknown, a few studies investigated the potential benefit of magnetic resonance imaging (MRI) in estimating the age of onset which encouraged conducting clinical trials assessing the efficacy of MRI-guided thrombolytic therapy in WUS.
Collapse
|
6
|
Polysomnographic risk factors for vigilance-related cognitive decline and obstructive sleep apnea. Sleep Breath 2020; 25:75-83. [DOI: 10.1007/s11325-020-02050-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 01/27/2020] [Accepted: 03/04/2020] [Indexed: 12/11/2022]
|
7
|
Baker WB, Balu R, He L, Kavuri VC, Busch DR, Amendolia O, Quattrone F, Frangos S, Maloney-Wilensky E, Abramson K, Mahanna Gabrielli E, Yodh AG, Andrew Kofke W. Continuous non-invasive optical monitoring of cerebral blood flow and oxidative metabolism after acute brain injury. J Cereb Blood Flow Metab 2019; 39:1469-1485. [PMID: 31088234 PMCID: PMC6681541 DOI: 10.1177/0271678x19846657] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Rapid detection of ischemic conditions at the bedside can improve treatment of acute brain injury. In this observational study of 11 critically ill brain-injured adults, we employed a monitoring approach that interleaves time-resolved near-infrared spectroscopy (TR-NIRS) measurements of cerebral oxygen saturation and oxygen extraction fraction (OEF) with diffuse correlation spectroscopy (DCS) measurement of cerebral blood flow (CBF). Using this approach, we demonstrate the clinical promise of non-invasive, continuous optical monitoring of changes in CBF and cerebral metabolic rate of oxygen (CMRO2). In addition, the optical CBF and CMRO2 measures were compared to invasive brain tissue oxygen tension (PbtO2), thermal diffusion flowmetry CBF, and cerebral microdialysis measures obtained concurrently. The optical CBF and CMRO2 information successfully distinguished between ischemic, hypermetabolic, and hyperemic conditions that arose spontaneously during patient care. Moreover, CBF monitoring during pressor-induced changes of mean arterial blood pressure enabled assessment of cerebral autoregulation. In total, the findings suggest that this hybrid non-invasive neurometabolic optical monitor (NNOM) can facilitate clinical detection of adverse physiological changes in brain injured patients that are otherwise difficult to measure with conventional bedside monitoring techniques.
Collapse
Affiliation(s)
- Wesley B Baker
- 1 Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, USA.,2 Division of Neurology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ramani Balu
- 3 Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Lian He
- 4 Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, USA
| | - Venkaiah C Kavuri
- 4 Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, USA
| | - David R Busch
- 4 Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, USA.,5 Department of Anesthesiology & Pain Management and Neurology & Neurotherapeutics, University of Texas Southwestern, Dallas, TX, USA
| | - Olivia Amendolia
- 6 Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Francis Quattrone
- 6 Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Suzanne Frangos
- 6 Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Kenneth Abramson
- 4 Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Arjun G Yodh
- 4 Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, USA
| | - W Andrew Kofke
- 1 Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
8
|
Wang D, Baker WB, He H, Gao P, Zhu L, Peng Q, Li Z, Li F, Chen T, Feng H. Influence of probe pressure on the pulsatile diffuse correlation spectroscopy blood flow signal on the forearm and forehead regions. NEUROPHOTONICS 2019; 6:035013. [PMID: 31548976 PMCID: PMC6755374 DOI: 10.1117/1.nph.6.3.035013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 09/04/2019] [Indexed: 05/24/2023]
Abstract
In a pilot study of 11 healthy adults (24 to 39 years, all male), we characterize the influence of external probe pressure on optical diffuse correlation spectroscopy (DCS) measurements of pulsatile blood flow obtained on the forearm and forehead. For external probe pressure control, a hand inflatable air balloon is inserted between the tissue and an elastic strap. The air balloon is sequentially inflated to achieve a wide range of external probe pressures between 20 and 250 mmHg on the forearm and forehead, which are measured with a flexible pressure sensor underneath the probe. At each probe pressure, the pulsatility index (PI) of arteriole blood flow on the forehead and forearm is measured with DCS (2.1-cm source-detector separation). We observe a strong correlation between probe pressure and PI on the forearm ( R = 0.66 , p < 0.001 ), but not on the forehead ( R = - 0.11 , p = 0.4 ). The forearm measurements demonstrate the sensitivity of the DCS PI to skeletal muscle tissue pressure, whereas the forehead measurements indicate that DCS PI measurements are not sensitive to scalp tissue pressure. Note, in contrast to pulsatility, the time-averaged DCS blood flow index on the forehead was significantly correlated with probe pressure ( R = - 0.55 , p < 0.001 ). This pilot data appears to support the initiation of more comprehensive clinical studies on DCS to detect trends in internal pressure in brain and skeletal muscle.
Collapse
Affiliation(s)
- Detian Wang
- Army Medical University, Southwest Hospital, Department of Neurosurgery, Chong Qing, China
- China Academy of Engineering Physics, Institute of Fluid Physics, Mianyang, China
| | - Wesley B. Baker
- Children’s Hospital of Philadelphia, Division of Neurology, Philadelphia, Philadelphia, United States
| | - Hui He
- China Academy of Engineering Physics, Institute of Fluid Physics, Mianyang, China
| | - Peng Gao
- China Academy of Engineering Physics, Institute of Fluid Physics, Mianyang, China
| | - Liguo Zhu
- China Academy of Engineering Physics, Institute of Fluid Physics, Mianyang, China
| | - Qixian Peng
- China Academy of Engineering Physics, Institute of Fluid Physics, Mianyang, China
| | - Zeren Li
- China Academy of Engineering Physics, Institute of Fluid Physics, Mianyang, China
| | - Fei Li
- Army Medical University, Southwest Hospital, Department of Neurosurgery, Chong Qing, China
| | - Tunan Chen
- Army Medical University, Southwest Hospital, Department of Neurosurgery, Chong Qing, China
| | - Hua Feng
- Army Medical University, Southwest Hospital, Department of Neurosurgery, Chong Qing, China
| |
Collapse
|
9
|
Gregori-Pla C, Delgado-Mederos R, Cotta G, Giacalone G, Maruccia F, Avtzi S, Prats-Sánchez L, Martínez-Domeño A, Camps-Renom P, Martí-Fàbregas J, Durduran T, Mayos M. Microvascular cerebral blood flow fluctuations in association with apneas and hypopneas in acute ischemic stroke. NEUROPHOTONICS 2019; 6:025004. [PMID: 31037244 PMCID: PMC6477863 DOI: 10.1117/1.nph.6.2.025004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 04/04/2019] [Indexed: 06/09/2023]
Abstract
In a pilot study on acute ischemic stroke (AIS) patients, unexpected periodic fluctuations in microvascular cerebral blood flow (CBF) had been observed. Motivated by the relative lack of information about the impact of the emergence of breathing disorders in association with stroke on cerebral hemodynamics, we hypothesized that these fluctuations are due to apneic and hypopneic events. A total of 28 patients were screened within the first week after stroke with a pulse oximeter. Five (18%) showed fluctuations of arterial blood oxygen saturation ( ≥ 3 % ) and were included in the study. Near-infrared diffuse correlation spectroscopy (DCS) was utilized bilaterally to measure the frontal lobe CBF alongside respiratory polygraphy. Biphasic CBF fluctuations were observed with a bilateral increase of 27.1 % ± 17.7 % and 29.0 % ± 17.4 % for the ipsilesional and contralesional hemispheres, respectively, and a decrease of - 19.3 % ± 9.1 % and - 21.0 % ± 8.9 % for the ipsilesional and contralesional hemispheres, respectively. The polygraph revealed that, in general, the fluctuations were associated with apneic and hypopneic events. This study motivates us to investigate whether the impact of altered respiratory patterns on cerebral hemodynamics can be detrimental in AIS patients.
Collapse
Affiliation(s)
- Clara Gregori-Pla
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Castelldefels (Barcelona), Spain
| | - Raquel Delgado-Mederos
- Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Department of Neurology (Stroke Unit), Barcelona, Spain
| | - Gianluca Cotta
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Castelldefels (Barcelona), Spain
| | - Giacomo Giacalone
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Castelldefels (Barcelona), Spain
- San Raffaele Scientific Institute, Milan, Italy
| | - Federica Maruccia
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Castelldefels (Barcelona), Spain
- Universitat Autònoma de Barcelona, Neurotraumatology and Neurosurgery Research Unit, Vall d’Hebron University Research Institute, Barcelona, Spain
| | - Stella Avtzi
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Castelldefels (Barcelona), Spain
| | - Luís Prats-Sánchez
- Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Department of Neurology (Stroke Unit), Barcelona, Spain
| | - Alejandro Martínez-Domeño
- Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Department of Neurology (Stroke Unit), Barcelona, Spain
| | - Pol Camps-Renom
- Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Department of Neurology (Stroke Unit), Barcelona, Spain
| | - Joan Martí-Fàbregas
- Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Department of Neurology (Stroke Unit), Barcelona, Spain
| | - Turgut Durduran
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Castelldefels (Barcelona), Spain
- Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - Mercedes Mayos
- Hospital de la Santa Creu i Sant Pau, Sleep Unit, Department of Respiratory Medicine, Barcelona, Spain
- CIBER Enfermedades Respiratorias (CB06/06), Madrid, Spain
| |
Collapse
|