Jose M Marin

Hospital Universitario Miguel Servet, Caesaraugusta, Aragon, Spain

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Publications (102)609.43 Total impact

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    ABSTRACT: A novel technique of design of experiments applied to numerical simulations is proposed in this paper as a methodology for the sizing and design of thermal storage equipment integrated in any specific application. The technique is carried out through the response surfaces in order to limit the number of simulation runs required to achieve an appropriate solution. Thus, there are significant savings on the time spent on the design as well as a potential cost saving on the experimentation if similarity relationships between the prototype and the model are met. The technique is applied here to a previously developed and validated numerical model that simulates the thermal behavior of a phase change material-air heat exchanger. The incorporation of the thermal energy storage unit is analyzed in the case of a solar cooling application, improving the system coefficient of performance. The economic viability is mainly conditioned by the price of the macroencapsulated phase change material.
    Resources 10/2015; 4(4):796. DOI:10.3390/resources4040796
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    ABSTRACT: Background: The COPD Lung Cancer Screening Score (COPD-LUCSS) is a novel tool designed to help identify COPD patients with the highest risk of developing lung cancer (LC). The COPD-LUCSS includes the determination of radiological emphysema, a potential limitation for its implementation in clinical practice. The diffusing capacity for carbon monoxide (DLCO) is a surrogate marker of emphysema and correlates well with CT-determined emphysema. Objective: To explore the use of the COPD-LUCSS using the DLCO instead of radiological emphysema, as a tool to identify COPD patients at higher risk of LC death. Methods: The BODE international cohort database was analyzed. By logistic regression analysis we confirmed that the other parameters included in the COPD-LUCSS (age>60, pack-years>60, BMI<25) were independently associated with LC death. We selected the best cut-off value for DLCO that independently predicted LC death. We then integrated the new COPD-LUCSS-DLCO assigning points to each parameter according to its hazard ratio value in the Cox regression model. The score ranges from 0 to 8 points. Results: By regression analysis, age>60, BMI<25 kg/m2, pack-years history>60, and DLCO<60% were independently associated with LC diagnosis. Two COPD-LUCSS-DLCO risk categories were identified: low risk (scores 0-3) and high risk (scores 3.5-8). In comparison to low risk patients, risk of death from LC increased 2.4 fold (95% CI: 2.0-2.7) in the high-risk category. Conclusions: The COPD-LUCSS using DLCO instead of CT-determined emphysema is a useful tool to identify COPD patients at risk of LC death and may help in its implementation in clinical practice.
    Chest 10/2015; DOI:10.1378/chest.15-1868 · 7.48 Impact Factor

  • European Respiratory Journal 09/2015; 46(suppl 59):OA1753. DOI:10.1183/13993003.congress-2015.OA1753 · 7.64 Impact Factor

  • European Respiratory Journal 09/2015; 46(suppl 59):OA1748. DOI:10.1183/13993003.congress-2015.OA1748 · 7.64 Impact Factor

  • European Respiratory Journal 09/2015; 46(suppl 59):PA3364. DOI:10.1183/13993003.congress-2015.PA3364 · 7.64 Impact Factor

  • European Respiratory Journal 09/2015; 46(suppl 59):OA1747. DOI:10.1183/13993003.congress-2015.OA1747 · 7.64 Impact Factor
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    ABSTRACT: Asthma-COPD overlap syndrome (ACOS) has been recently described by international guidelines. A stepwise approach to diagnosis using usual features of both diseases is recommended although its clinical application is difficult. In order to identify patients with ACOS, a cohort of well-characterized patients with COPD and up to one-year follow-up was analyzed. We evaluated the presence of specific characteristics associated to asthma in this COPD cohort, divided in major criteria (bronchodilator test greater than 400 ml and 15% and past medical history of asthma) and minor criteria (blood eosinophils greater than 5%, IgE>100 UI/ml, or two separate bronchodilator tests greater than 200 ml and 12%). We defined ACOS by the presence of one major criterion or two minor criteria. Baseline characteristics, health status (CAT), BODE index, rate of exacerbations and mortality up to one year of follow-up were compared between patients with and without criteria for ACOS. Out of 831 COPD patients included,125 (15%) fulfilled the criteria for ACOS, and 98.4% of them sustained these criteria after one year. Patients with ACOS were predominantly male (81.6%), with symptomatic mild to moderate disease (67%), and receiving inhaled corticosteroids (63.2%). There were no significant differences in baseline characteristics, and only survival was worse in non-ACOS COPD patients after one-year of follow-up (p <0.05). The proposed ACOS criteria are present in 15% of a cohort of COPD patients and these patients show better one-year prognosis than clinically similar COPD patients with no ACOS criteria. NCT01122758.
    Chest 08/2015; DOI:10.1378/chest.15-1055 · 7.48 Impact Factor
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    ABSTRACT: Multimorbidity frequently affects the ageing population and their co-existence may not occur at random. Understanding their interactions and that with clinical variables could be important for disease screening and management.In a cohort of 1969 chronic obstructive pulmonary disease (COPD) patients and 316 non-COPD controls, we applied a network-based analysis to explore the associations between multiple comorbidities. Clinical characteristics (age, degree of obstruction, walking, dyspnoea, body mass index) and 79 comorbidities were identified and their interrelationships quantified. Using network visualisation software, we represented each clinical variable and comorbidity as a node with linkages representing statistically significant associations.The resulting COPD comorbidity network had 428, 357 or 265 linkages depending on the statistical threshold used (p≤0.01, p≤0.001 or p≤0.0001). There were more nodes and links in COPD compared with controls after adjusting for age, sex and number of subjects. In COPD, a subset of nodes had a larger number of linkages representing hubs. Four sub-networks or modules were identified using an inter-linkage affinity algorithm and their display provided meaningful interactions not discernible by univariate analysis.COPD patients are affected by larger number of multiple interlinked morbidities which clustering pattern may suggest common pathobiological processes or be utilised for screening and/or therapeutic interventions. Copyright ©ERS 2015.
    European Respiratory Journal 07/2015; DOI:10.1183/09031936.00171614 · 7.64 Impact Factor
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    ABSTRACT: There is no universal consensus on the best staging system for chronic obstructive pulmonary disease (COPD). Although documents (eg, the Global Initiative for Chronic Obstructive Lung Disease [GOLD] 2007) have traditionally used forced expiratory volume in 1 s (FEV1) for staging, clinical parameters have been added to some guidelines (eg, GOLD 2011) to improve patient management. As part of the COPD Cohorts Collaborative International Assessment (3CIA) initiative, we aimed to investigate how individual patients were categorised by GOLD 2007 and 2011, and compare the prognostic accuracy of the staging documents for mortality. We searched reports published from Jan 1, 2008, to Dec 31, 2014. Using data from cohorts that agreed to participate and had a minimum amount of information needed for GOLD 2007 and 2011, we did a patient-based pooled analysis of existing data. With use of raw data, we recalculated all participant assignments to GOLD 2007 I-IV classes, and GOLD 2011 A-D stages. We used survival analysis, C statistics, and non-parametric regression to model time-to-death data and compare GOLD 2007 and GOLD 2011 staging systems to predict mortality. We collected individual data for 15 632 patients from 22 COPD cohorts from seven countries, totalling 70 184 person-years. Mean age of the patients was 63·9 years (SD 10·1); 10 751 (69%) were men. Based on FEV1 alone (GOLD 2007), 2424 (16%) patients had mild (I), 7142 (46%) moderate (II), 4346 (28%) severe (III), and 1670 (11%) very severe (IV) disease. We compared staging with the GOLD 2007 document with that of the new GOLD 2011 system in 14 660 patients: 5548 (38%) were grade A, 2733 (19%) were grade B, 1835 (13%) were grade C, and 4544 (31%) were grade D. GOLD 2011 shifted the overall COPD severity distribution to more severe categories. There were nearly three times more COPD patients in stage D than in former stage IV (p<0·05). The predictive capacity for survival up to 10 years was significant for both systems (p<0·01) but area under the curves were only 0·623 (GOLD 2007) and 0·634 (GOLD 2011), and GOLD 2007 and 2011 did not differ significantly. We identified the percent predicted FEV1 thresholds of 85%, 55% and 35% as better to stage COPD severity for mortality, which are similar to the ones used previously. Neither GOLD COPD classification schemes have sufficient discriminatory power to be used clinically for risk classification at the individual level to predict total mortality for 3 years of follow-up and onwards. Increasing intensity of treatment of patients with COPD due to their GOLD 2011 reclassification is not known to improve health outcomes. Evidence-based thresholds should be searched when exploring the prognostic ability of current and new COPD multicomponent indices. None. Copyright © 2015 Elsevier Ltd. All rights reserved.
    The Lancet Respiratory Medicine 05/2015; 3(6). DOI:10.1016/S2213-2600(15)00157-5 · 9.63 Impact Factor
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    ABSTRACT: The incidence of obesity hypoventilation syndrome (OHS) may be increasing in parallel with the present obesity epidemic. Despite extensive noninvasive ventilation (NIV) and continuous positive airway pressure (CPAP) use in OHS patients, information regarding efficacy is limited. We performed a large multicenter randomized controlled study to determine the comparative efficacy of NIV, CPAP, and lifestyle modification (control group) using daytime PaCO2 as the main outcome measure. Sequentially screened OHS patients with severe sleep apnea were randomized into the above-mentioned groups for a two-month follow-up. Arterial blood gases parameters, clinical symptoms, health-related quality-of-life assessments, polysomnography, spirometry, six-minute walk distance (6-MWD), dropouts, compliance, and side effects were evaluated. Statistical analysis was performed using intention-to-treat analysis, although adjustments for CPAP and NIV compliance were also analyzed. In total, 221 patients were randomized. NIV yielded the greatest improvement in PaCO2 and bicarbonate, with significant differences relative to the control. In the CPAP group, PaCO2 improvement was significantly different than in the control group only after CPAP compliance adjustment. Additionally, clinical symptoms and polysomnographic parameters improved similarly with NIV and CPAP relative to the control. However, the spirometry and 6-MWD results improved more with NIV than CPAP. Dropouts were similar between groups, and compliance and secondary effects were similar between NIV and CPAP. NIV and CPAP were more effective than lifestyle modification in improving clinical symptoms and polysomnographic parameters, although NIV yielded better respiratory functional improvements than did CPAP. Long-term studies must demonstrate whether this functional improvement has relevant implications. Clinical trial registration available at, ID NCT01405976.
    American Journal of Respiratory and Critical Care Medicine 04/2015; 192(1). DOI:10.1164/rccm.201410-1900OC · 13.00 Impact Factor
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    ABSTRACT: The modified Medical Research Council (mMRC) dyspnea, the Chronic obstructive pulmonary disease (COPD) Assessment Test (CAT), and the Clinical COPD Questionnaire (CCQ) have been interchangeably proposed by the GOLD initiative for assessing symptoms in COPD patients. However, there are no data on the prognostic value of these tools in terms of mortality. To evaluate the prognostic value of the CAT and CCQ scores and compare with modified Medical Research Council (mMRC) dyspnea. We analyzed the ability of these tests to predict mortality in an observational cohort of 768 COPD patients (82% males; FEV1 60%) from the CHAIN study, a multicenter observational Spanish cohort who were monitored annually for a mean follow-up time of 38 months. Subjects who died (n=73; 9.5%) had higher CAT (14 vs. 11, p=0.022), CCQ (1.6 vs. 1.3, p=0.033), and mMRC dyspnea scores (2 vs. 1, p<0.001) than survivors. Receiver operating characteristic analysis showed that higher CAT, CCQ, and dyspnea scores were associated with higher mortality (area under the curve: 0.589, 0.588, and 0.649, respectively). CAT scores ≥17 and CCQ scores >2.5 provided a similar sensitivity than mMRC dyspnea scores ≥2 to predict all-cause mortality. The CAT and the CCQ have similar ability for predicting all-cause mortality in patients with chronic obstructive pulmonary disease, but were inferior to mMRC dyspnea scores. We suggest new thresholds for CAT and CCQ scores based on mortality risk that could be useful for the new GOLD grading classification. Identifier: NCT01122758.
    Chest 01/2015; DOI:10.1378/chest.14-2449 · 7.48 Impact Factor
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    Respiratory research 12/2014; 15(1). DOI:10.1186/s12931-014-0140-z · 3.09 Impact Factor
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    ABSTRACT: Purpose: To evaluate the outcomes of standard automated perimetry (SAP) in patients with obstructive sleep apnea (OSA). Methods: Eighty OSA patients and 111 age-matched controls were consecutively and prospectively enrolled. One eye per subject was randomly selected. All participants underwent at least one reliable SAP (24-2 SITA Standard algorithm). The peripapillary retinal nerve fiber layer thickness (RNFL) was measured with spectral-domain optical coherence tomography (OCT). Patients with OSA were classified into three groups according to the apnea/hypopnea index: mild, moderate, or severe OSA. Parameters of SAP and OCT were compared between healthy controls and OSA patients. Correlation of apnea/hypopnea index with OCT and SAP measurements were calculated. Results: Mean age, best-corrected visual acuity, and central corneal thickness were similar between groups. Intraocular pressure, however, was lower in the OSA group. Mean deviation of SAP was -0.23 ± 0.8 dB in the control group and -1.74 ± 2.8 dB in the OSA group (P < 0.001). Thickness of RNFL measured with OCT did not differ significantly between groups. Patients with OSA showed reduced sensitivity at most points tested by white-on-white perimetry compared with healthy individuals. The threshold values were more depressed in the peripheral visual field. The apnea/hypopnea index was related to the SAP indices: Pearson correlations were -0.432 with mean deviation, 0.467 with pattern standard deviation, and -0.416 with the visual field index (P < 0.001). Conclusions: Patients with OSA exhibited reduced retinal sensitivity measured with SAP compared with healthy controls.
    Investigative Ophthalmology &amp Visual Science 10/2014; 55(11). DOI:10.1167/iovs.14-14389 · 3.40 Impact Factor
  • Jose M. Marin ·
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    ABSTRACT: Obstructive sleep apnoea (OSA) is defined as the presence of more than five events of complete obstruction (apnoea) or partial obstruction (hypopnea) of the pharynx [apnoea–hypopnaea index (AHI) >5] per hour of sleep. Among adults, more than 24% of men and 9% of women suffer from OSA each night [1]. When a patient with OSA presents daytime sleepiness that affects work or social activity, OSA syndrome is diagnosed. Almost all patients with OSA snore and experience unrefreshed sleep but tend not to consult their general practitioner (GP) regarding this symptomatology.This article is protected by copyright. All rights reserved.
    Journal of Internal Medicine 08/2014; 276(6). DOI:10.1111/joim.12300 · 6.06 Impact Factor
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    ABSTRACT: Background Obstructive sleep apnea (OSA) is associated with increased risk for cardiovascular morbidity and mortality. Epidemiological and animal models studies generate hypotheses for innovative strategies in OSA management by interfering intermediates mechanisms associated with cardiovascular complications. We have thus initiated the Epigenetics modification in Obstructive Sleep Apnea (EPIOSA) study ( identifier: NCT02131610). Methods/design EPIOSA is a prospective cohort study aiming to recruit 350 participants of caucasian ethnicity and free of other chronic or inflammatory diseases: 300 patients with prevalent OSA and 50 non-OSA subjects. All of them will be follow-up for at least 5 years. Recruitment and study visits are performed in single University-based sleep clinic using standard operating procedures. At baseline and at each one year follow-up examination, patients are subjected to a core phenotyping protocol. This includes a standardized questionnaire and physical examination to determine incident comorbidities and health resources utilization, with a primary focus on cardiovascular events. Confirmatory outcomes information is requested from patient records and the regional Department of Health Services. Every year, OSA status will be assessed by full sleep study and blood samples will be obtained for immediate standard biochemistry, hematology, inflammatory cytokines and cytometry analysis. For biobanking, aliquots of serum, plasma, urine, mRNA and DNA are also obtained. Bilateral carotid echography will be performed to assess subclinical atherosclerosis and atherosclerosis progression. OSA patients are treated according with national guidelines. Discussion EPIOSA will enable the prospective evaluation of inflammatory and epigenetics mechanism involved in cardiovascular complication of treated and non-treated patients with OSA compared with non OSA subjects.
    BMC Pulmonary Medicine 07/2014; 14(1):114. DOI:10.1186/1471-2466-14-114 · 2.40 Impact Factor
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    ABSTRACT: Objective The association between obstructive sleep apnea (OSA) and cancer mortality has scarcely been studied. The objective of this study was to investigate whether OSA is associated with increased cancer mortality in a large cohort of patients with OSA suspicion. Methods This was a multicenter study in consecutive patients investigated for suspected OSA. OSA severity was measured by the apnea–hypopnea index (AHI) and the hypoxemia index (% night-time spent with oxygen saturation <90%, TSat90). The association between OSA severity and cancer mortality was assessed using Cox’s proportional regression analyses after adjusting for relevant confounders. Results In all, 5427 patients with median follow-up of 4.5 years were included. Of these, 527 (9.7%) were diagnosed with cancer. Log-transformed TSat90 was independently associated with increased cancer mortality in the entire cohort (hazard ratio [HR], 1.21; 95% confidence interval [CI], 1.03–1.42), as well as in the group of patients with cancer (HR, 1.19; 95% CI, 1.02–1.41). The closest association was shown in patients <65 years in both the AHI (continuous log-transformed AHI, HR, 1.87; 95% CI, 1.1–3.2; upper vs lower AHI tertile, HR, 3.98; 95% CI, 1.14–3.64) and the TSat90 (continuous log-transformed TSat90: HR, 1.73; 95% CI, 1.23–2.4; upper vs lower TSat90 tertile: HR, 14.4; 95% CI, 1.85–111.6). Conclusions OSA severity was associated with increased cancer mortality, particularly in patients aged <65 years.
    Sleep Medicine 07/2014; 15(7). DOI:10.1016/j.sleep.2014.01.020 · 3.15 Impact Factor
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    Chest 07/2014; 146(1):111. DOI:10.1378/chest.13-2246 · 7.48 Impact Factor
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    ABSTRACT: Background The Global Obstructive Lung Disease (GOLD) 2011 revision recommends the multidimensional assessment of COPD including comorbidities and has developed a disease categories system (ABCD) attempting to implement this strategy. The added value provided by quantifying comorbidities and integrating them to multidimensional indices has not been explored. Objective Compare the prognostic value of the GOLD ABCD categories versus the BMI, Obstruction, Dyspnea, Exercise (BODE) index, and explore the added prognostic value of comorbidities evaluation to this multidimensional assessment. Methods From the patients who have been enrolled in the BODE study, we selected the most recent ones who had the available information needed to classify them by the ABCD GOLD categories. Cox proportional hazards ratios for all-cause mortality were performed for GOLD categories and BODE index. The added value of the comorbidity Copd cO-morbidity TEst (COTE) index was also explored using receiver operating curves (ROC) values. Results 707 patients were followed for 50±30 months including all degrees of airway limitation and BODE index severity. ABCD GOLD predicted global mortality (HR: 1.47; 95% CI 1.28 to 1.70) as did the BODE index (HR: 2.02; 95% CI 1.76 to 2.31). Area under the curve (AUC) of ROC for ABCD GOLD was 0.68; (95% CI 0.64 to 0.73) while for the BODE index was 0.71 (95% CI 0.67 to 0.76). The C statistics value was significantly higher for the observed difference. Adding the COTE index to the BODE index improved its AUC to 0.81 (95% CI 0.77 to 0.85), (χ2=40.28, p<0.001). Conclusions In this population of COPD patients, the BODE index had a better survival prediction than the ABCD GOLD categories. Adding the COTE to the BODE index was complimentary and significantly improved outcome prediction.
    Thorax 06/2014; 69(9). DOI:10.1136/thoraxjnl-2014-205770 · 8.29 Impact Factor
  • Jose M Marin ·

    European Respiratory Journal 04/2014; 43(4):1207. DOI:10.1183/09031936.00160513 · 7.64 Impact Factor
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    ABSTRACT: Pulmonary and Sleep MedicineSESSION TYPE: Slide PresentationPRESENTED ON: Saturday, March 22, 2014 at 09:00 AM - 10:00 AMPURPOSE: Intermittent hypoxia and increase sympathetic activity during apnea episodes may cause systemic inflammation via down-regulation of regulatory T-cell (Treg cells). This may contribute to premature atherosclerosis leading to an increase in the size of arterial intima-media thickness (IMT). To evaluate the relationship between Treg plasma cells and intima-media thickness (IMT) in non-OSA and OSA patients without comorbidities During a 10 months period, we enrolled 100 adults (age range: 20 to 55) among those referred for sleep study due to suspected OSA. Exclusion criteria were: history of tobacco or alcohol consumption, hypertension, dyslipidemia, diabetes, cardiovascular, cerebrovascular, renal, neuromuscular, inflammatory or autoimmune chronic diseases. OSA diagnosis was made on the basis of an apnea/hypopnea index (AHI) > 5. IMT was assessed in common carotid arteries by high-resolution B-mode ultrasonography. By flow-cytometry analysis, CD+CD25+Foxp3+ cells as were acquired (BD Pharmigen) and identified as Treg cells. Non-OSA subjects (n = 30) were younger (41 ± 8 vs 45 ± 8 years, p = 0.02) and had a lower body mass index (26.4 ± 3.8 vs 30.1 ± 5.5 kg/m2, p < 0.001) than OSA patients (n = 70). IMT was 0.53 ± 0.08 (95 percentile: 0.65 mm) and 0.66 ± 0.12 mm respectively (p<0.001). Abnormal IMT (> 0.65 mm) was identified in 41% of OSA group. In multivariate linear regression analyses, age, BMI and baseline systolic blood pressure but not AHI, were related with IMT. Treg cells represent 7.5 ± 1.6% of all CD3 (lymphocytes) in non-OSA subjects and 6.7 ± 1.4 % in OSA patients. IMT and Treg cells were significantly related (r = -0.29, p =0.007). Down regulation of Treg cells but not AHI is associated with subclinical atherosclerosis suggesting different epigenetic adaptations to apnea episodes in OSA. The effect of nocturnal intermittent hypoxia and increase sympathetic activity is not homogeneous among all patients with OSA. It seems that a subset of patients exhibit an increased risk of subclinical atherosclerosis associated with a down-regulation of regulatory T-cells. This subgroup of patients probably represents a particular phenotypic presentation of OSA that merits a specific treatment. Supported by ISCIII grant PI12/02175 and SEPAR-2014DISCLOSURE: The following authors have nothing to disclose: Marta Marin-Oto, Teresa Martin, Javier Godino, Marta Andres, Victoria Gil, Jose MarinNo Product/Research Disclosure Information.
    Chest 03/2014; 145(3 Suppl):609C. DOI:10.1378/chest.1922012 · 7.48 Impact Factor

Publication Stats

8k Citations
609.43 Total Impact Points


  • 1996-2015
    • Hospital Universitario Miguel Servet
      Caesaraugusta, Aragon, Spain
  • 2012-2014
    • Instituto de Salud Carlos III
      • CIBER of Respiratory Diseases (CIBERES)
      Madrid, Madrid, Spain
  • 2003-2014
    • University of Zaragoza
      • • Department of Mechanical Engineering
      • • Engineering Research Institute of Aragon
      • • Área de Máquinas y Motores Térmicos
      Caesaraugusta, Aragon, Spain
  • 2010
    • Hospital de Txagorritxu
      Vitoria, Basque Country, Spain
  • 2008
    • Aragon Health Sciences Institute
      Caesaraugusta, Aragon, Spain
  • 2005
    • Lovelace Respiratory Research Institute
      Albuquerque, New Mexico, United States
  • 2001
    • St. Elizabeth's Medical Center
      Boston, Massachusetts, United States
  • 1990
    • Hospital San Jorge
      Monterrey, Nuevo León, Mexico