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1.
Transpl Int ; 35: 10159, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35651878

RESUMO

The MUC5B promoter polymorphism (rs35705950) has been associated with interstitial lung disease (ILD) and with prolonged pre-transplant survival in idiopathic pulmonary fibrosis (IPF), but no information is available regarding its prevalence in other respiratory diseases and its influence on post-transplant outcome. We included the Leuven lung transplantation cohort between 1991 and 2015 (n = 801). We assessed the minor allele frequency (MAF) of the MUC5B variant in the entire study cohort and investigated the influence of recipient MUC5B promoter polymorphism on post-transplant outcome in patients who were transplanted after 2004. MUC5B was successfully genotyped in 746 patients. The MAF was significantly higher in ILD (17.6%) compared to chronic obstructive pulmonary disease (COPD)/emphysema (9.3%), cystic fibrosis (CF)/bronchiectasis (BRECT) (7.5%) and pulmonary hypertension (PHT) (7.4%) (p < 0.001). No association was observed between rs35705950 and chronic lung allograft dysfunction (CLAD)/graft loss in the ILD population [CLAD: HR 1.37 95% CI (0.70-2.68); graft loss: HR 1.02 95% CI (0.55-1.89)], nor the entire study cohort [CLAD: HR 0.96 95% CI (0.69-1.34); graft loss: HR 0.97 95% CI (0.70-1.35)]. The MUC5B promoter polymorphism is a very specific predictive factor for the presence of pulmonary fibrosis as it is only associated with pulmonary fibrosis and not with other chronic respiratory diseases. While the MUC5B promoter variant is associated with better pre-transplant survival among IPF patients, recipient MUC5B promoter variant does not play a role in post-transplant outcome.


Assuntos
Fibrose Pulmonar Idiopática , Doenças Pulmonares Intersticiais , Predisposição Genética para Doença , Humanos , Fibrose Pulmonar Idiopática/genética , Fibrose Pulmonar Idiopática/cirurgia , Doenças Pulmonares Intersticiais/genética , Doenças Pulmonares Intersticiais/cirurgia , Mucina-5B/genética , Polimorfismo Genético , Regiões Promotoras Genéticas
2.
Chron Respir Dis ; 16: 1479972318767732, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-29631422

RESUMO

Despite overwhelming evidence of its benefits, a widespread implementation of pulmonary rehabilitation (PR) is lacking and the landscape of multidisciplinary programs remains very scattered. The objective of this study is to assess how PR is organized in specialized care centres in Belgium and to identify which barriers may exist according to respiratory physicians. A telephone and online survey was developed by a Belgian expert panel and distributed among all active Belgian chest physicians ( n = 492). Data were obtained from 200 respondents (40%). Seventy-five percentage of the chest physicians had direct access to an ambulatory rehabilitation program in their hospital. Most of these programs are organized bi or triweekly for an average period of 3-6 months. Programs focus strongly on chronic obstructive pulmonary disease patients from secondary care, have a multidisciplinary approach and provide exercise capacity and quality of life measures as main outcomes. Yet large differences were observed in process and outcome indicators between the programs of centres with standard funding and those of specialized centres with a larger allocated budget. We conclude that multidisciplinary PR programs are available in the majority of Belgian hospitals. Differences in funding determine the quality of the team, the diversity of the interventions and the monitoring of outcomes. More resources for rehabilitation will directly improve the utilization and quality of this essential treatment option in respiratory diseases.


Assuntos
Recursos em Saúde , Pneumopatias/fisiopatologia , Pneumopatias/reabilitação , Reabilitação/economia , Bélgica , Tolerância ao Exercício , Humanos , Ambulatório Hospitalar/estatística & dados numéricos , Equipe de Assistência ao Paciente , Pneumologia , Qualidade de Vida , Encaminhamento e Consulta/estatística & dados numéricos , Reabilitação/organização & administração , Inquéritos e Questionários
4.
Eur Respir J ; 49(1)2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27836956

RESUMO

Air pollution from road traffic is a serious health risk, especially for susceptible individuals. Single-centre studies showed an association with chronic lung allograft dysfunction (CLAD) and survival after lung transplantation, but there are no large studies.13 lung transplant centres in 10 European countries created a cohort of 5707 patients. For each patient, we quantified residential particulate matter with aerodynamic diameter ≤10 µm (PM10) by land use regression models, and the traffic exposure by quantifying total road length within buffer zones around the home addresses of patients and distance to a major road or freeway.After correction for macrolide use, we found associations between air pollution variables and CLAD/mortality. Given the important interaction with macrolides, we stratified according to macrolide use. No associations were observed in 2151 patients taking macrolides. However, in 3556 patients not taking macrolides, mortality was associated with PM10 (hazard ratio 1.081, 95% CI 1.000-1.167); similarly, CLAD and mortality were associated with road lengths in buffers of 200-1000 and 100-500 m, respectively (hazard ratio 1.085- 1.130). Sensitivity analyses for various possible confounders confirmed the robustness of these associations.Long-term residential air pollution and traffic exposure were associated with CLAD and survival after lung transplantation, but only in patients not taking macrolides.


Assuntos
Poluição do Ar/efeitos adversos , Exposição Ambiental/efeitos adversos , Transplante de Pulmão/mortalidade , Disfunção Primária do Enxerto/fisiopatologia , Adulto , Poluentes Atmosféricos/análise , Estudos de Coortes , Europa (Continente)/epidemiologia , Feminino , Sobrevivência de Enxerto , Humanos , Macrolídeos/uso terapêutico , Masculino , Pessoa de Meia-Idade , Material Particulado/análise , Modelos de Riscos Proporcionais , Análise de Regressão
5.
Transpl Int ; 30(2): 134-143, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-27933655

RESUMO

Chronic rejection after organ transplantation is defined as a humoral- and cell-mediated immune response directed against the allograft. In lung transplantation, chronic rejection is nowadays clinically defined as a cause of chronic lung allograft dysfunction (CLAD), consisting of different clinical phenotypes including restrictive allograft syndrome (RAS) and bronchiolitis obliterans syndrome (BOS). However, the differential role of humoral and cellular immunity is not investigated up to now. Explant lungs of patients with end-stage BOS (n = 19) and RAS (n = 18) were assessed for the presence of lymphoid (B and T cells) and myeloid cells (dendritic cells, eosinophils, mast cells, neutrophils, and macrophages) and compared to nontransplant control lung biopsies (n = 21). All myeloid cells, with exception of dendritic cells, were increased in RAS versus control (neutrophils, eosinophils, and mast cells: all P < 0.05, macrophages: P < 0.001). Regarding lymphoid cells, B cells and cytotoxic T cells were increased remarkably in RAS versus control (P < 0.001) and in BOS versus control (P < 0.01). Interestingly, lymphoid follicles were restricted to RAS (P < 0.001 versus control and P < 0.05 versus BOS). Our data suggest an immunological diversity between BOS and RAS, with a more pronounced involvement of the B-cell response in RAS characterized by a structural organization of lymphoid follicles. This may impact future therapeutic approaches.


Assuntos
Rejeição de Enxerto/imunologia , Pneumopatias/imunologia , Transplante de Pulmão/efeitos adversos , Adulto , Idoso , Feminino , Humanos , Imuno-Histoquímica , Pulmão/patologia , Pneumopatias/patologia , Linfócitos , Masculino , Pessoa de Meia-Idade , Células Mieloides , Estudos Retrospectivos , Adulto Jovem
6.
Transpl Int ; 29(6): 715-26, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-27037837

RESUMO

Combined liver/thoracic transplantation (cLiThTx) is a complex procedure for end-stage/advanced liver and heart(H)/lung(Lu) disease. To avoid futile use of multiple organs in single recipients, results should be scrutinously analyzed. Single-center cLiThTx (04/2000-12/2015) were reviewed for the following: demographics, indications, surgical technique, complications, rejection, and five-year patient survival. Results are reported as median (range). Fourteen consecutive patients underwent cLiThTx: 3 cLiHTx, 10 cLiLuTx, and 1 cLiHLuTx. Recipient age was 42 years (17-63 years). Most frequent indications were cystic fibrosis (n = 5), hepatopulmonary fibrosis (n = 2), amyloidosis (n = 2), and epithelioid hemangio-endothelioma (n = 2). Thoracic organs were transplanted first, except in three where LiTx preceded LuTx. In the latter, lungs were preserved by normothermic ex vivo lung perfusion. Stenting was performed for stenosis of bile duct (n = 4), hepatic artery (n = 2), and bronchus (n = 2). Abdominal interventions were required for bleeding (n = 3), evisceration (n = 1), and adhesiolysis (n = 1). One liver (cLiLuTx) was lost to hepatic artery thrombosis 3 months post-transplant and successfully retransplanted. One patient (cLiHTx) died 4 months post-transplant (myocardial infarction). Follow-up was 4 years (2 months-16 years). One liver and 5 pulmonary rejections occurred, all mild and reversible. Two patients developed bronchiolitis obliterans, one is clinically well 16 years post-transplant, and the other successfully retransplanted. Estimated 5-year patient survival is 90%. CLiThTx is safe with excellent short-/long-term surgical and immunological results.


Assuntos
Transplante de Coração/métodos , Falência Hepática/cirurgia , Transplante de Fígado/métodos , Transplante de Pulmão/métodos , Adolescente , Adulto , Idoso , Bronquiolite Obliterante/etiologia , Fibrose Cística/cirurgia , Feminino , Seguimentos , Rejeição de Enxerto/etiologia , Insuficiência Cardíaca/cirurgia , Humanos , Terapia de Imunossupressão , Isquemia , Hepatopatias/cirurgia , Pneumopatias/cirurgia , Masculino , Pessoa de Meia-Idade , Preservação de Órgãos , Complicações Pós-Operatórias/mortalidade , Estudos Retrospectivos , Resultado do Tratamento , Adulto Jovem
8.
Eur Respir J ; 46(5): 1430-9, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26113688

RESUMO

Chronic lung allograft dysfunction (CLAD) remains the major barrier to long-term success after lung transplantation. This report compares gross and microscopic features of lungs removed from patients receiving a redo-transplant as treatment for CLAD. Lungs donated by patients with either the bronchiolitis obliterans syndrome (BOS) or restrictive allograft syndrome (RAS) phenotype of CLAD and appropriate control lungs (eight per group) were air-inflated, frozen solid and kept frozen while a multi-detector computed tomography (MDCT) was obtained. The lung was then cut into 2-cm thick transverse slices and sampled for micro-CT and histopathology. The MDCT showed reduced lung volume with increased lung weight and density in RAS versus BOS and control (p<0.05). Although pre-terminal bronchioles were obstructed in both phenotypes, RAS lungs showed a reduction of pre-terminal bronchioles (p<0.01). Micro-CT and matched histopathology showed that RAS was associated with reduced numbers of terminal bronchioles/lung compared to BOS and controls (p<0.01), with expansion of the interstitial compartment and obliteration of the alveolar airspaces by fibrous connective tissue. RAS is associated with greater destruction of both pre-terminal and terminal bronchioles. Additionally, the interstitial compartments are expanded and alveolar airspaces are obliterated by accumulation of fibrous connective tissue.


Assuntos
Bronquiolite Obliterante/etiologia , Transplante de Pulmão , Pulmão/patologia , Complicações Pós-Operatórias , Disfunção Primária do Enxerto/fisiopatologia , Adulto , Feminino , Rejeição de Enxerto , Humanos , Masculino , Pessoa de Meia-Idade , Fenótipo , Tomografia Computadorizada por Raios X
9.
Transpl Int ; 28(2): 170-9, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25266074

RESUMO

Despite a worldwide need to expand the lung donor pool, approximately 75% of lung offers are not accepted for transplantation. We investigated the impact of liberalizing lung donor acceptance criteria during the last decade on the number of effective transplants and early and late outcomes in our center. All 514 consecutive lung transplants (LTx) performed between Jan 2000 and Oct 2011 were included. Donors were classified as matching standard criteria (SCD; n = 159) or extended criteria (ECD; n = 272) in case they fulfilled at least one of the following criteria: age >55 years, PaO2 /FiO2 at PEEP 5 cmH2 O < 300 mmHg at time of offer, presence of abnormalities on chest X-ray, smoking history, presence of aspiration, presence of chest trauma, or donation after circulatory death. Outcome parameters were primary graft dysfunction (PGD) grade at 0, 12, 24, and 48 h after LTx, time to extubation, stay in intensive care unit (ICU), early and late infection, acute rejection and bronchiolitis obliterans syndrome (BOS), and survival. Two hundred and seventy-two recipients (63.1%) received ECD lungs. PGD grade at T0 was similar between groups, while at T12 (<0.01), T24 (<0.01), and T48 (<0.05), PGD3 was observed more often in ECDs. ICU stay (P < 0.05) was longer in ECDs compared with SCDs. Time to extubation, respiratory infections, acute rejection, lymphocytic bronchiolitis, BOS, and survival were not different between groups. Accepting ECDs contributed in increasing the number of lung transplants performed in our center. Although this lung donor strategy has an impact on early postoperative outcome, liberalizing criteria did not influence long-term outcome after LTx.


Assuntos
Transplante de Pulmão , Doadores de Tecidos , Adulto , Morte , Feminino , Humanos , Tempo de Internação , Transplante de Pulmão/efeitos adversos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
10.
Exp Lung Res ; 41(8): 459-65, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26381718

RESUMO

AIM: Idiopathic pulmonary fibrosis (IPF) is one of the most aggressive forms of interstitial lung diseases, however, clinically relevant biomarkers of diagnosis or prognosis are lacking. In this study, we investigated the levels of a fragment of Cytokeratin 19 (CYFRA 21.1) in bronchoalveolar lavage (BAL) of IPF patients at time of diagnosis. We further evaluated associations between CYFRA 21.1, pulmonary function evolution, mortality, and BAL cell count. MATERIALS AND METHODS: Using the Lumipulse® G1200, CYFRA 21.1 was measured in BAL samples of 81 IPF patients and 9 controls. Based upon the median detected level (1.2 ng/mL) of CYFRA 21.1 in IPF patients, they were subdivided into an IPF CYFRA 21.1 low group (≤ 1.2 ng/mL) and IPF CYFRA 21.1 high group (> 1.2 ng/mL). RESULTS: The CYFRA 21.1 levels were significantly higher in BAL of IPF patients compared to controls (P = .0015).Worse survival was observed, but no changes in pulmonary function, for IPF patients with high CYFRA 21.1 levels versus patients with low CYFRA 21.1 levels [P = .030, HR: 0.41, (0.18-0.92)[. The CYFRA 21.1 level correlated with both neutrophils (%: R = 0.60, P < .0001; #: R = 0.47, P < .0001) and eosinophils (%: R = 0.38, P = .0005; #: R = 0.30, P < .0072). CONCLUSIONS: CYFRA 21.1 is increased in BAL of IPF patients. IPF patients with a high CYFRA 21.1 concentration have a worse survival. CYFRA 21.1 levels correlate with eosinophils and neutrophils. Further studies are warranted in using CYFRA 21.1 as a biomarker for IPF prognosis.


Assuntos
Antígenos de Neoplasias/metabolismo , Fibrose Pulmonar Idiopática/metabolismo , Queratina-19/metabolismo , Adulto , Idoso , Biomarcadores/metabolismo , Lavagem Broncoalveolar/métodos , Líquido da Lavagem Broncoalveolar/química , Eosinófilos/metabolismo , Feminino , Humanos , Contagem de Leucócitos/métodos , Pulmão/metabolismo , Doenças Pulmonares Intersticiais/metabolismo , Masculino , Pessoa de Meia-Idade , Neutrófilos/metabolismo , Prognóstico
11.
Am J Respir Crit Care Med ; 189(3): 292-300, 2014 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-24354907

RESUMO

RATIONALE: The chronic rejection of lung allografts is attributable to progressive small airway obstruction. OBJECTIVES: To determine precisely the site and nature of this type of airway obstruction. METHODS: Lungs from patients with rejected lung allografts treated by a second transplant (n = 7) were compared with unused donor (control) lungs (n = 7) using multidetector computed tomography (MDCT) to determine the percentage of visible airways obstructed in each airway generation, micro-computed tomography (microCT) to visualize the site of obstruction, and histology to determine the nature of this obstruction. MEASUREMENTS AND MAIN RESULTS: The number of airways visible with MDCT was not different between rejected and control lungs. However, 10 ± 7% of observed airways greater than 2 mm in diameter, 50 ± 22% of airways between 1 and 2 mm in diameter, and 73 ± 10% of airways less than 1 mm in diameter were obstructed in the rejected lungs. MicroCT confirmed that the mean lumen diameter of obstructed airways was 647 ± 317 µm but showed no difference in either total number and cross-sectional area of the terminal bronchioles or in alveolar dimensions (mean linear intercept) between groups (P > 0.05). In addition, microCT demonstrated that only segments of the airways are obstructed. Histology confirmed a constrictive form of bronchiolitis caused by expansion of microvascular-rich granulation tissue in some locations and collagen-rich scar tissue in others. CONCLUSIONS: Chronic lung allograft rejection is associated with a progressive form of constrictive bronchiolitis that targets conducting airways while sparing larger airways as well as terminal bronchioles and the alveolar surface.


Assuntos
Bronquíolos/patologia , Bronquiolite Obliterante/patologia , Rejeição de Enxerto/patologia , Transplante de Pulmão , Tomografia Computadorizada Multidetectores , Alvéolos Pulmonares/patologia , Microtomografia por Raio-X , Adulto , Idoso , Bronquiolite Obliterante/diagnóstico por imagem , Bronquiolite Obliterante/etiologia , Broncografia , Estudos de Casos e Controles , Feminino , Rejeição de Enxerto/diagnóstico por imagem , Rejeição de Enxerto/etiologia , Humanos , Masculino , Pessoa de Meia-Idade , Alvéolos Pulmonares/diagnóstico por imagem
12.
ERJ Open Res ; 10(2)2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38225989

RESUMO

There was no learning effect found on 6-min walk distance (6MWD) in patients with long COVID, performing a 6-min walk test twice. However, considerable variation in the difference between the two 6MWDs was observed: only 51% showed an increase. https://bit.ly/3H70G1r.

13.
ERJ Open Res ; 10(4)2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38957165

RESUMO

Patients with nonsmall cell lung cancer achieving ≤22 repetitions during a 1-min sit-to-stand test are at increased risk of post-operative complications https://bit.ly/3T7pnS9.

14.
Semin Respir Crit Care Med ; 34(3): 352-60, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23821509

RESUMO

Lung transplantation is currently considered as an ultimate live-saving treatment for selected patients suffering from end-stage pulmonary disease. Long-term survival, however, is hampered by chronic rejection, or chronic lung allograft dysfunction (CLAD). Recently, various phenotypes within CLAD have been identified, challenging the established clinical definition of bronchiolitis obliterans syndrome (BOS). Some patients with presumed BOS, for instance, demonstrate an important improvement in forced expiratory volume in the first second of expiration (FEV1) after treatment with azithromycin. These patients are characterized by the presence of excess (≥ 15%) bronchoalveolar lavage (BAL) neutrophils, in absence of concurrent infection. This phenotype of CLAD has been redefined as neutrophilic reversible allograft dysfunction (NRAD), and these patients generally have a very good prognosis after diagnosis. Another group of patients with CLAD develop a restrictive rather than an obstructive pulmonary function defect (defined as a decline in total lung capacity of at least 10%) and demonstrate persistent interstitial and ground-glass opacities on chest computed tomographic (CT) scan. This phenotype is called restrictive allograft syndrome (RAS), and patients with RAS have a much worse prognosis after diagnosis. This review further discusses both of these CLAD phenotypes that do not fit the classical definition of BOS. Potential pathophysiological mechanisms, etiology, diagnosis, prognosis, and treatments are discussed.


Assuntos
Bronquiolite Obliterante/etiologia , Transplante de Pulmão , Disfunção Primária do Enxerto/fisiopatologia , Animais , Bronquiolite Obliterante/diagnóstico , Bronquiolite Obliterante/fisiopatologia , Doença Crônica , Volume Expiratório Forçado , Rejeição de Enxerto/fisiopatologia , Humanos , Pneumopatias/fisiopatologia , Pneumopatias/cirurgia , Neutrófilos/metabolismo , Prognóstico , Sobrevida , Síndrome , Tomografia Computadorizada por Raios X
15.
Respir Med ; 220: 107437, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37918543

RESUMO

OBJECTIVE: Severe acute exacerbations of chronic obstructive pulmonary disease (AECOPD) can have a negative impact on functional capacity, symptoms and health-related quality of life (HRQOL). This study aimed to i) investigate the recovery of muscle strength, functional capacity, symptoms, and HRQOL in patients after a severe AECOPD; ii) compare with matched patients with stable COPD (SCOPD); and iii) assess whether these assessments at hospital discharge could discriminate patients' risk for future events. METHODS: This observational study assessed patients with AECOPD during hospital discharge (T1) and one month after discharge (T2). Patients with SCOPD were assessed once. Quadriceps force, handgrip strength, short physical performance battery (SPPB), 6-min walk distance (6 MWD), COPD assessment test (CAT), London chest activity of daily living (LCADL), modified medical research council, checklist individual strength-fatigue, patient health questionnaire, and physical activity (Actigraph) were measured. Exacerbation-related readmission and mortality within six months and 1-year were collected. RESULTS: Forty-four patients with AECOPD were matched with 44 patients with SCOPD. At T2, a significant improvement was found for the SPPB total score, 6 MWD, CAT score, and LCADL score. Compared to patients with SCOPD, a worse LCADL score was found at T2 in patients with AECOPD. Patients with AECOPD that were readmitted or died had a worse SPPB classification and five-repetition sit-to-stand test at T1. CONCLUSION: Patients after severe AECOPD improved in functional capacity and HRQOL one month after hospital discharge, but ADL performance was still worse compared to SCOPD. Patients who were readmitted or died had significantly worse scores on functional tests at hospital discharge.


Assuntos
Asma , Doença Pulmonar Obstrutiva Crônica , Humanos , Qualidade de Vida , Força da Mão , Progressão da Doença
16.
BMJ Open ; 13(6): e071098, 2023 06 02.
Artigo em Inglês | MEDLINE | ID: mdl-37270195

RESUMO

INTRODUCTION: Long COVID is a prevalent condition with many multisystemic symptoms, such as fatigue, dyspnoea, muscle weakness, anxiety, depression and sleep difficulties, impacting daily life and (social and physical) functioning. Pulmonary rehabilitation (PR) may improve physical status and symptoms of patients with long COVID, yet the evidence is limited. Therefore, this trial aims to study the effect of primary care PR on exercise capacity, symptoms, physical activity and sleep in patients with long COVID. METHODS AND ANALYSIS: PuRe-COVID is a prospective, pragmatic, open-label, randomised controlled trial. A sample of 134 adult patients with long COVID will be randomised to a 12 week PR programme in primary care, supervised by a physiotherapist or to a control group, following no PR. A 3 month and 6 month follow-up period is foreseen. The primary endpoint will be the change in exercise capacity measured by 6-minute walk distance (6MWD) at 12 weeks, hypothesising a more significant improvement in the PR group. Other parameters, such as pulmonary function tests (including maximal inspiratory pressure/maximal expiratory pressure), patient-reported outcomes (COPD Assessment Test, modified Medical Research Council Dyspnoea Scale, Checklist Individual Strength, post-COVID-19 Functional Status, Nijmegen questionnaire, Hospital Anxiety and Depression Scale, Work Productivity and Activity Impairment Questionnaire and EuroQol-5D-5L), physical activity measured by an activity tracker, hand grip strength and sleep efficiency, are secondary and exploratory outcomes.The recruitment started on 19 April 2022, and 52 patients were included as of 14 December 2022. ETHICS AND DISSEMINATION: Ethical approval was obtained in Belgium from the relevant institutional review boards on 21 February 2022 (Antwerp University Hospital, approval number 2022-3067) and on 1 April 2022 (Ziekenhuis Oost-Limburg in Genk, approval number Z-2022-01). Findings from this randomised controlled trial will be disseminated in peer-reviewed publications and presentations at international scientific meetings. TRIAL REGISTRATION NUMBER: NCT05244044.


Assuntos
COVID-19 , Adulto , Humanos , Síndrome de COVID-19 Pós-Aguda , Força da Mão , Bélgica , Tolerância ao Exercício , Estudos Prospectivos , Exercício Físico , Dispneia/etiologia , Dispneia/reabilitação , Atenção Primária à Saúde , Qualidade de Vida , Ensaios Clínicos Controlados Aleatórios como Assunto
17.
Comput Methods Programs Biomed ; 225: 107020, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35905697

RESUMO

BACKGROUND AND OBJECTIVE: Chronic obstructive pulmonary disease (COPD) requires a multifactorial assessment, evaluating the airflow limitation and symptoms of the patients. The 6-min walk test (6MWT) is commonly used to evaluate the functional exercise capacity in these patients. This study aims to propose a novel predictive model of the major 6MWT outcomes for COPD assessment, without physical performance measurements. METHODS: Cardiopulmonary and clinical parameters were obtained from fifty COPD patients. These parameters were used as inputs of a Bayesian network (BN), which integrated three multivariate models including the 6-min walking distance (6MWD), the maximum HR (HRmax) after the walking, and the HR decay 3 min after (HRR3). The use of BN allows the assessment of the patients' status by predicting the 6MWT outcomes, but also inferring disease severity parameters based on actual patient's 6MWT outcomes. RESULTS: Firstly, the correlation obtained between the estimated and actual 6MWT measures was strong (R = 0.84, MAPE = 8.10% for HRmax) and moderate (R = 0.58, MAPE = 15.43% for 6MWD and R = 0.58, MAPE = 32.49% for HRR3), improving the classical methods to estimate 6MWD. Secondly, the classification of disease severity showed an accuracy of 78.3% using three severity groups, which increased up to 84.4% for two defined severity groups. CONCLUSIONS: We propose a powerful two-way assessment tool for COPD patients, capable of predicting 6MWT outcomes without the need for an actual walking exercise. This model-based tool opens the way to implement a continuous monitoring system for COPD patients at home and to provide more personalized care.


Assuntos
Tolerância ao Exercício , Doença Pulmonar Obstrutiva Crônica , Teorema de Bayes , Teste de Esforço/métodos , Humanos , Desempenho Físico Funcional , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Caminhada
18.
IEEE J Biomed Health Inform ; 26(12): 5983-5991, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36121947

RESUMO

Breathing pattern has been shown to be different in chronic obstructive pulmonary disease (COPD) patients compared to healthy controls during rest and walking. In this study we evaluated respiratory parameters and the breathing variability of COPD patients as a function of their severity. Thoracic bioimpedance was acquired on 66 COPD patients during the performance of the six-minute walk test (6MWT), as well as 5 minutes before and after the test while the patients were seated, i.e. resting and recovery phases. The patients were classified by their level of airflow limitation into moderate and severe groups. We characterized the breathing patterns by evaluating common respiratory parameters using only wearable bioimpedance. Specifically, we computed the median and the coefficient of variation of the parameters during the three phases of the protocol, and evaluated the statistical differences between the two COPD severity groups. We observed significant differences between the COPD severity groups only during the sitting phases, whereas the behavior during the 6MWT was similar. Particularly, we observed an inverse relationship between breathing pattern variability and COPD severity, which may indicate that the most severely diseased patients had a more restricted breathing compared to the moderate patients.


Assuntos
Doença Pulmonar Obstrutiva Crônica , Dispositivos Eletrônicos Vestíveis , Humanos , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Pulmão , Respiração , Teste de Caminhada
19.
Front Bioeng Biotechnol ; 10: 806761, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35237576

RESUMO

Changes in respiratory rate have been found to be one of the early signs of health deterioration in patients. In remote environments where diagnostic tools and medical attention are scarce, such as deep space exploration, the monitoring of the respiratory signal becomes crucial to timely detect life-threatening conditions. Nowadays, this signal can be measured using wearable technology; however, the use of such technology is often hampered by the low quality of the recordings, which leads more often to wrong diagnosis and conclusions. Therefore, to apply these data in diagnosis analysis, it is important to determine which parts of the signal are of sufficient quality. In this context, this study aims to evaluate the performance of a signal quality assessment framework, where two machine learning algorithms (support vector machine-SVM, and convolutional neural network-CNN) were used. The models were pre-trained using data of patients suffering from chronic obstructive pulmonary disease. The generalization capability of the models was evaluated by testing them on data from a different patient population, presenting normal and pathological breathing. The new patients underwent bariatric surgery and performed a controlled breathing protocol, displaying six different breathing patterns. Data augmentation (DA) and transfer learning (TL) were used to increase the size of the training set and to optimize the models for the new dataset. The effect of the different breathing patterns on the performance of the classifiers was also studied. The SVM did not improve when using DA, however, when using TL, the performance improved significantly (p < 0.05) compared to DA. The opposite effect was observed for CNN, where the biggest improvement was obtained using DA, while TL did not show a significant change. The models presented a low performance for shallow, slow and fast breathing patterns. These results suggest that it is possible to classify respiratory signals obtained with wearable technologies using pre-trained machine learning models. This will allow focusing on the relevant data and avoid misleading conclusions because of the noise, when designing bio-monitoring systems.

20.
Res Pract Thromb Haemost ; 6(7): e12826, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-36324831

RESUMO

Background: Thromboinflammation plays a central role in severe COVID-19. The kallikrein pathway activates both inflammatory pathways and contact-mediated coagulation. We investigated if modulation of the thromboinflammatory response improves outcomes in hospitalized COVID-19 patients. Methods: In this multicenter open-label randomized clinical trial (EudraCT 2020-001739-28), patients hospitalized with COVID-19 were 1:2 randomized to receive standard of care (SOC) or SOC plus study intervention. The intervention consisted of aprotinin (2,000,000 IE IV four times daily) combined with low molecular weight heparin (LMWH; SC 50 IU/kg twice daily on the ward, 75 IU/kg twice daily in intensive care). Additionally, patients with predefined hyperinflammation received the interleukin-1 receptor antagonist anakinra (100 mg IV four times daily). The primary outcome was time to a sustained 2-point improvement on the 7-point World Health Organization ordinal scale for clinical status, or discharge. Findings: Between 24 June 2020 and 1 February 2021, 105 patients were randomized, and 102 patients were included in the full analysis set (intervention N = 67 vs. SOC N = 35). Twenty-five patients from the intervention group (37%) received anakinra. The intervention did not affect the primary outcome (HR 0.77 [CI 0.50-1.19], p = 0.24) or mortality (intervention n = 3 [4.6%] vs. SOC n = 2 [5.7%], HR 0.82 [CI 0.14-4.94], p = 0.83). There was one treatment-related adverse event in the intervention group (hematuria, 1.49%). There was one thrombotic event in the intervention group (1.49%) and one in the SOC group (2.86%), but no major bleeding. Conclusions: In hospitalized COVID-19 patients, modulation of thromboinflammation with high-dose aprotinin and LMWH with or without anakinra did not improve outcome in patients with moderate to severe COVID-19.

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