1
|
Arkesteyn A, Cornelissen V, Steyaert J, Claes J, Michielsen M, Van Damme T. The concurrent validity and test-retest reliability of a submaximal exercise test in adolescents with autism. Disabil Rehabil 2025; 47:501-511. [PMID: 38644598 DOI: 10.1080/09638288.2024.2340704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 04/02/2024] [Accepted: 04/04/2024] [Indexed: 04/23/2024]
Abstract
PURPOSE There is a need for valid and reliable clinical assessment tools to assess cardiorespiratory fitness (CRF) levels in adolescents with autism. Therefore, this study aimed to examine the concurrent validity and test-retest reliability of the Astrand-Rhyming Test (ART) in this population. MATERIALS AND METHODS 45 adolescents with autism aged 12-18 years (n = 32 males, 14.47 ± 1.79 years) performed the ART twice (test-retest reliability) and completed a maximal cardiopulmonary exercise test (CPET) (concurrent validity). Reliability parameters included Pearson correlations, intraclass correlation coefficients (ICCs), standard error of measurements (SEM), minimal detectable changes (MDC), coefficients of variation, paired sample t-tests, linear regressions and Bland-Altman plots. The concurrent validity was evaluated with Pearson correlations, ICCs, paired sample t-tests, linear regressions and Bland-Altman plots. RESULTS Strong test-retest reliability (r = 0.84-0.85, ICC = 0.84-0.85) was found for the ART, but the wide limits of agreement intervals suggest the presence of substantial variability. The large SEM (4.73-5.08 mL/kg/min) and MDC (13.20-14.07 mL/kg/min) values suggest lower absolute reliability. Moderate to strong levels of association (r = 0.74-0.75) and agreement (ICC = 0.59-0.66) were found between estimated (ART1) and measured (CPET) VO2 max levels, but significant systematic differences (5.71-8.82 mL/kg/min) were observed. CONCLUSION The ART is an accessible and promising method to monitor submaximal CRF levels over time but is less appropriate to estimate maximal CRF levels in this population.
Collapse
Affiliation(s)
- Anke Arkesteyn
- Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | | | - Jean Steyaert
- Department of Neurosciences, KU Leuven, Leuven, Belgium
- University Psychiatric Centre KU Leuven, Leuven, Belgium
| | - Jomme Claes
- Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | | | - Tine Van Damme
- Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
- University Psychiatric Centre KU Leuven, Leuven, Belgium
| |
Collapse
|
2
|
FitzMaurice TS, Hawkes S, Liao Y, Cullington D, Bryan A, Redfern J, Ashrafi R. Oxygen uptake efficiency slope at anaerobic threshold can predict peak VO 2 in adult congenital heart disease. INTERNATIONAL JOURNAL OF CARDIOLOGY CONGENITAL HEART DISEASE 2024; 18:100546. [PMID: 39713225 PMCID: PMC11658284 DOI: 10.1016/j.ijcchd.2024.100546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 09/19/2024] [Accepted: 09/28/2024] [Indexed: 12/24/2024] Open
Abstract
Introduction Assessment of exercise capacity by cardiopulmonary exercise testing (CPET) in adults with congenital heart disease (CHD) is important for prognostication and preoperative assessment. Peak oxygen uptake (PVO2) is used commonly, but can be challenging due to the difficulties of undertaking maximal CPET testing in this population. We explored whether oxygen uptake efficiency slope (OUES) at ventilatory anaerobic threshold (VAT), the point during CPET at which OUES becomes strongly correlated with PVO2, and is more reliably available from submaximal CPET, can predict PVO2 in adults with CHD. Methods We assessed consecutive individuals who completed maximal CPET at our cardiorespiratory centre, as part of routine service review, between March 2019 and August 2021, recording data such as PVO2, VAT and OUES at various proportions of a maximal test (75 %, 90 %, 100 %, and VAT). We employed linear regression modelling to analyse the association between PVO2 and OUES at VAT, and subsequently create an equation to predict PVO2 from OUES at VAT. Parametric data are presented using Pearson's correlation coefficient and non-parametric data using Spearman's rho. Results We analysed 391 individuals (177 female, age 32 ± 11 years). Mean ± SD PVO2 was 23.3 ± 6.86 ml/min/kg or 1724 ± 540 ml/min, peak VE 86.7 ± 25.4 l/min. The point of VAT as a percentage of PVO2 achieved was 66.5 ± 9.4 %, and VAT as a percentage of predicted PVO2 46.9 ± 11.4 %. PVO2 was correlated with OUES at 100 % (R = 0.91, P < .001), 90 % (R = 0.91, P < .001), 75 % (R = 0.89, P < .001) of maximum, and VAT (R = 0.83, P < .001). PVO2 (ml/min) could be predicted by: (OUES at VAT)∗685.245 + (BMI [kg/m 2 ])∗5.045 + (FEV 1 [l])∗223.620 - 153.205. Conclusions OUES at VAT can be used to calculate PVO2. To our knowledge, this is the first equation using OUES at VAT to predict PVO2 in adults with CHD. In a population who may find maximal CPET difficult, this may be a useful submaximal measurement of cardiovascular fitness, and to calculate PVO2, which is commonly used in guideline-based decision making in CHD.
Collapse
Affiliation(s)
- Thomas Simon FitzMaurice
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, UK
- Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK
| | - Scott Hawkes
- Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK
| | - Yuen Liao
- Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK
| | - Damien Cullington
- Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK
| | | | - James Redfern
- Countess of Chester Hospital NHS Foundation Trust, Chester, UK
| | - Reza Ashrafi
- Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK
| |
Collapse
|
3
|
Augusto SN, Wu Y, Chaikijurajai T, Hazen SL, Tang WHW. Abbreviated Duke Activity Status Index for Risk Stratification in Heart Failure. Am J Cardiol 2024; 237:54-59. [PMID: 39603580 DOI: 10.1016/j.amjcard.2024.11.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 11/09/2024] [Accepted: 11/18/2024] [Indexed: 11/29/2024]
Abstract
The Duke activity status index (DASI), a self-administered 12-item questionnaire has been used to estimate functional capacity and recently demonstrated prognostic information. We aimed to develop an abbreviated version for clinical applications. Leveraging the Cleveland Clinic GeneBank Study, we developed an abbreviated DASI questionnaire (aDASI) with the machine learning XGBoost algorithm, with the goal of maintaining the accuracy and reliability of the original DASI. We validated the prognostic value of aDASI in a subset of patients with heart failure from GeneBank and an independent data set from the GUIDE-IT (Guiding Evidence Based Therapy Using Biomarker Intensified Treatment in Heart Failure; ClinicalTrials.gov NCT01685840) trial. The results confirmed the congruence and accuracy between the original and the abbreviated scores while reducing the number of questions (R = 0.97, p <0.001). The original DASI score and the aDASI exhibited a strong correlation in the GeneBank and predictive value for all-cause mortality at different time points in the GUIDE-IT cohort. In conclusion, the abbreviated DASI tracks with original DASI assessment and performs comparably to the original DASI questionnaire in predicting all-cause mortality.
Collapse
Affiliation(s)
- Silvio Nunes Augusto
- Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Yuping Wu
- Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio; Cleveland State University, Cleveland, Ohio
| | | | - Stanley L Hazen
- Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio; Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio
| | - W H Wilson Tang
- Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio; Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio.
| |
Collapse
|
4
|
Holley AB, Fabyan KD, Haynes ZA, Holtzclaw AW, Huprikar NA, Shumar JN, Sheth PS, Hightower SL. Cardiopulmonary exercise testing in younger patients with persistent dyspnea following acute, outpatient COVID-19 infection. Physiol Rep 2024; 12:e15934. [PMID: 38320756 PMCID: PMC10846960 DOI: 10.14814/phy2.15934] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 12/12/2023] [Accepted: 01/08/2024] [Indexed: 02/12/2024] Open
Abstract
Studies using cardiopulmonary exercise testing (CPET) to evaluate persistent dyspnea following infection with COVID-19 have focused on older patients with co-morbid diseases who are post-hospitalization. Less attention has been given to younger patients with post-COVID-19 dyspnea treated as outpatients for their acute infection. We sought to determine causes of persistent dyspnea in younger patients recovering from acute COVID-19 infection that did not require hospitalization. We collected data on all post-COVID-19 patients who underwent CPET in our clinic in the calendar year 2021. Data on cardiac function and respiratory response were abstracted, and diagnoses were assigned using established criteria. CPET data on 45 patients (238.3 ± 124 days post-test positivity) with a median age of 27.0 (22.0-40.0) were available for analysis. All but two (95.6%) were active-duty service members. The group showed substantial loss of aerobic capacity-average VO2 peak (L/min) was 84.2 ± 23% predicted and 25 (55.2%) were below the threshold for normal. Spirometry, diffusion capacity, high-resolution computed tomography, and echocardiogram were largely normal and were not correlated with VO2 peak. The two most common contributors to dyspnea and exercise limitation following comprehensive evaluation were deconditioning and dysfunctional breathing (DB). Younger active-duty military patients with persistent dyspnea following outpatient COVID-19 infection show a substantial reduction in aerobic capacity that is not driven by structural cardiopulmonary disease. Deconditioning and DB breathing are common contributors to their exercise limitation. The chronicity and severity of symptoms accompanied by DB could be consistent with an underlying myopathy in some patients, a disorder that cannot be differentiated from deconditioning using non-invasive CPET.
Collapse
Affiliation(s)
- Aaron B. Holley
- Department of Pulmonary/Sleep and Critical Care MedicineWalter Reed National Military Medical CenterBethesdaMarylandUSA
| | - Kimberly D. Fabyan
- Department of Pulmonary/Sleep and Critical Care MedicineWalter Reed National Military Medical CenterBethesdaMarylandUSA
| | - Zachary A. Haynes
- Department of MedicineWalter Reed National Military Medical CenterBethesdaMarylandUSA
| | - Arthur W. Holtzclaw
- Department of Pulmonary/Sleep and Critical Care MedicineWalter Reed National Military Medical CenterBethesdaMarylandUSA
| | - Nikhil A. Huprikar
- Department of Pulmonary/Sleep and Critical Care MedicineWalter Reed National Military Medical CenterBethesdaMarylandUSA
| | - John N. Shumar
- Department of Pulmonary/Sleep and Critical Care MedicineWalter Reed National Military Medical CenterBethesdaMarylandUSA
| | | | - Stephanie L. Hightower
- Department of Pulmonary/Sleep and Critical Care MedicineWalter Reed National Military Medical CenterBethesdaMarylandUSA
| |
Collapse
|
5
|
Meda NS, Sherner JH, Holley AB. Dyspnea and Post-Pulmonary Embolism Syndrome after a Mild COVID-19 Infection. Ann Am Thorac Soc 2024; 21:151-157. [PMID: 38156895 DOI: 10.1513/annalsats.202304-332cc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 09/08/2023] [Indexed: 01/03/2024] Open
Affiliation(s)
| | | | - Aaron B Holley
- Department of Pulmonary/Sleep and Critical Care Medicine, Medstar Washington Hospital Center, Washington, DC
| |
Collapse
|
6
|
Farina JM, Yinadsawaphan T, Jaroszewski DE, Aly MR, Botros M, Cheema KP, Fatunde OA, Sorajja D. The electrocardiographic manifestations of pectus excavatum before and after surgical correction. J Electrocardiol 2024; 82:19-26. [PMID: 38000149 DOI: 10.1016/j.jelectrocard.2023.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 10/31/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023]
Abstract
BACKGROUND Pectus excavatum (PEx) can cause cardiopulmonary limitations due to cardiac compression and displacement. There is limited data on electrocardiogram (ECG) alterations before and after PEx surgical repair, and ECG findings suggesting cardiopulmonary limitations have not been reported. The aim of this study is to explore ECG manifestations of PEx before and after surgery including associations with exercise capacity. METHODS A retrospective review of PEx patients who underwent primary repair was performed. ECGs before and after surgical correction were evaluated and the associations between preoperative ECG abnormalities and cardiopulmonary function were investigated. RESULTS In total, 310 patients were included (mean age 35.1 ± 11.6 years). Preoperative ECG findings included a predominant negative P wave morphology in V1, and this abnormal pattern significantly decreased from 86.9% to 57.4% (p < 0.001) postoperatively. The presence of abnormal P wave amplitude in lead II (>2.5 mm) significantly decreased from 7.1% to 1.6% postoperatively (p < 0.001). Right bundle branch block (RBBB) (9.4% versus 3.9%, p < 0.001), rsr' patterns (40.6% versus 12.9%, p < 0.001), and T wave inversion in leads V1-V3 (62.3% vs 37.7%, p < 0.001) were observed less frequently after surgery. Preoperative presence of RBBB (OR = 4.8; 95%CI 1.1-21.6) and T wave inversion in leads V1-3 (OR = 2.3; 95%CI 1.3-4.2) were associated with abnormal results in cardiopulmonary exercise testings. CONCLUSION Electrocardiographic abnormalities in PEx are frequent and can revert to normal following surgery. Preoperative RBBB and T wave inversion in leads V1-3 suggested a reduction in exercise capacity, serving as a marker for the need for further cardiovascular evaluation of these patients.
Collapse
Affiliation(s)
- Juan M Farina
- Department of Cardiovascular and Thoracic Surgery, Mayo Clinic, Phoenix, AZ, USA; Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ, USA
| | | | - Dawn E Jaroszewski
- Department of Cardiovascular and Thoracic Surgery, Mayo Clinic, Phoenix, AZ, USA
| | - Mohamed R Aly
- Department of Cardiovascular and Thoracic Surgery, Mayo Clinic, Phoenix, AZ, USA
| | - Michael Botros
- Department of Cardiovascular and Thoracic Surgery, Mayo Clinic, Phoenix, AZ, USA
| | - Kamal P Cheema
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ, USA
| | | | - Dan Sorajja
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ, USA.
| |
Collapse
|
7
|
Arbee-Kalidas N, Moutlana HJ, Moodley Y, Kebalepile MM, Motshabi Chakane P. The association between cardiopulmonary exercise testing and postoperative outcomes in patients with lung cancer undergoing lung resection surgery: A systematic review and meta-analysis. PLoS One 2023; 18:e0295430. [PMID: 38060569 PMCID: PMC10703215 DOI: 10.1371/journal.pone.0295430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 11/22/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Exercise capacity should be determined in all patients undergoing lung resection for lung cancer surgery and cardiopulmonary exercise testing (CPET) remains the gold standard. The purpose of this study was to investigate associations between preoperative CPET and postoperative outcomes in patients undergoing lung resection surgery for lung cancer through a review of the existing literature. METHODS A search was conducted on PubMed, Scopus, Cochrane Library and CINAHL from inception until December 2022. Studies investigating associations between preoperative CPET and postoperative outcomes were included. Risk of bias was assessed using the QUIPS tool. A random effect model meta-analysis was performed. I2 > 40% indicated a high level of heterogeneity. RESULTS Thirty-seven studies were included with 6450 patients. Twenty-eight studies had low risk of bias. [Formula: see text] peak is the oxygen consumption at peak exercise and serves as a marker of cardiopulmonary fitness. Higher estimates of [Formula: see text] peak, measured and as a percentagege of predicted, showed significant associations with a lower risk of mortality [MD: 3.66, 95% CI: 0.88; 6.43 and MD: 16.49, 95% CI: 6.92; 26.07] and fewer complications [MD: 2.06, 95% CI: 1.12; 3.00 and MD: 9.82, 95% CI: 5.88; 13.76]. Using a previously defined cutoff value of > 15mL/kg/min for [Formula: see text] peak, showed evidence of decreased odds of mortality [OR: 0.55, 95% CI: 0.28-0.81] and but not decreased odds of postoperative morbidity [OR: 0.82, 95% CI: 0.64-1.00]. There was no relationship between [Formula: see text] slope, which depicts ventilatory efficiency, with mortality [MD: -9.60, 95% CI: -27.74; 8.54] however, patients without postoperative complications had a lower preoperative [Formula: see text] [MD: -2.36, 95% CI: -3.01; -1.71]. Exercise load and anaerobic threshold did not correlate with morbidity or mortality. There was significant heterogeneity between studies. CONCLUSIONS Estimates of cardiopulmonary fitness as evidenced by higher [Formula: see text] peak, measured and as a percentage of predicted, were associated with decreased morbidity and mortality. A cutoff value of [Formula: see text] peak > 15mL/kg/min was consistent with improved survival but not with fewer complications. Ventilatory efficiency was associated with decreased postoperative morbidity but not with improved survival. The heterogeneity in literature could be remedied with large scale, prospective, blinded, standardised research to improve preoperative risk stratification in patients with lung cancer scheduled for lung resection surgery.
Collapse
Affiliation(s)
- Nabeela Arbee-Kalidas
- Department of Anaesthesiology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Hlamatsi Jacob Moutlana
- Department of Anaesthesiology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Yoshan Moodley
- Department of Anaesthesiology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Moses Mogakolodi Kebalepile
- Department of Anaesthesiology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Palesa Motshabi Chakane
- Department of Anaesthesiology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| |
Collapse
|
8
|
Siafakas N, Trachalaki A. By deflating the lungs pulmonologists help the cardiologists. A literature review. Pulmonology 2023; 29 Suppl 4:S86-S91. [PMID: 37031001 DOI: 10.1016/j.pulmoe.2023.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 02/15/2023] [Accepted: 02/16/2023] [Indexed: 04/08/2023] Open
Abstract
In this review, we present the effects of lung hyperinflation on the cardiovascular system (CVS) and the beneficial outcomes of different deflation treatment modalities. We discuss the effects of long-acting bronchodilator drugs, medical and surgical lung volume reduction on the performance of the CVS. Although there is a small number of studies investigating lung deflation and the CVS, the short-term improvement in heart function was clearly demonstrated. However, more studies, with longer duration, are needed to verify these significant beneficial effects of deflation of the lungs on the CVS. Dynamic hyperinflation during exercise could be a research model to investigate further the effects of lung hyperinflation and/or deflation on the CVS.
Collapse
Affiliation(s)
- N Siafakas
- University Hospital of Heraklion, University of Crete, Greece.
| | - A Trachalaki
- National Heart and Lung Institute, Imperial College London, UK
| |
Collapse
|
9
|
Neder JA. Cardiopulmonary exercise testing applied to respiratory medicine: Myths and facts. Respir Med 2023; 214:107249. [PMID: 37100256 DOI: 10.1016/j.rmed.2023.107249] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/28/2023] [Accepted: 04/18/2023] [Indexed: 04/28/2023]
Abstract
Cardiopulmonary exercise testing (CPET) remains poorly understood and, consequently, largely underused in respiratory medicine. In addition to a widespread lack of knowledge of integrative physiology, several tenets of CPET interpretation have relevant controversies and limitations which should be appropriately recognized. With the intent to provide a roadmap for the pulmonologist to realistically calibrate their expectations towards CPET, a collection of deeply entrenched beliefs is critically discussed. They include a) the actual role of CPET in uncovering the cause(s) of dyspnoea of unknown origin, b) peak O2 uptake as the key metric of cardiorespiratory capacity, c) the value of low lactate ("anaerobic") threshold to differentiate cardiocirculatory from respiratory causes of exercise limitation, d) the challenges of interpreting heart rate-based indexes of cardiovascular performance, e) the meaning of peak breathing reserve in dyspnoeic patients, f) the merits and drawbacks of measuring operating lung volumes during exercise, g) how best interpret the metrics of gas exchange inefficiency such as the ventilation-CO2 output relationship, h) when (and why) measurements of arterial blood gases are required, and i) the advantages of recording submaximal dyspnoea "quantity" and "quality". Based on a conceptual framework that links exertional dyspnoea to "excessive" and/or "restrained" breathing, I outline the approaches to CPET performance and interpretation that proved clinically more helpful in each of these scenarios. CPET to answer clinically relevant questions in pulmonology is a largely uncharted research field: I, therefore, finalize by highlighting some lines of inquiry to improve its diagnostic and prognostic yield.
Collapse
Affiliation(s)
- J Alberto Neder
- Laboratory of Clinical Exercise Physiology and Respiratory Investigation Unit, Department of Medicine, Division of Respirology, Kingston Health Sciences Center, Queen's University, Kingston, ON, Canada.
| |
Collapse
|
10
|
Coronato N, Brown DE, Sharma Y, Bar-Yoseph R, Radom-Aizik S, Cooper DM. Functional Data Analysis for Predicting Pediatric Failure to Complete Ten Brief Exercise Bouts. IEEE J Biomed Health Inform 2022; 26:5953-5963. [PMID: 36103443 PMCID: PMC10011010 DOI: 10.1109/jbhi.2022.3206100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Physiological response to physical exercise through analysis of cardiopulmonary measurements has been shown to be predictive of a variety of diseases. Nonetheless, the clinical use of exercise testing remains limited because interpretation of test results requires experience and specialized training. Additionally, until this work no methods have identified which dynamic gas exchange or heart rate responses influence an individual's decision to start or stop physical activity. This research examines the use of advanced machine learning methods to predict completion of a test consisting of multiple exercise bouts by a group of healthy children and adolescents. All participants could complete the ten bouts at low or moderate-intensity work rates, however, when the bout work rates were high-intensity, 50% refused to begin the subsequent exercise bout before all ten bouts had been completed (task failure). We explored machine learning strategies to model the relationship between the physiological time series, the participant's anthropometric variables, and the binary outcome variable indicating whether the participant completed the test. The best performing model, a generalized spectral additive model with functional and scalar covariates, achieved 93.6% classification accuracy and an F1 score of 93.5%. Additionally, functional analysis of variance testing showed that participants in the 'failed' and 'success' groups have significantly different functional means in three signals: heart rate, oxygen uptake rate, and carbon dioxide uptake rate. Overall, these results show the capability of functional data analysis with generalized spectral additive models to identify key differences in the exercise-induced responses of participants in multiple bout exercise testing.
Collapse
Affiliation(s)
| | | | - Yash Sharma
- University of Virginia, Charlottesville, VA, USA
| | | | | | | |
Collapse
|
11
|
Bar‐Yoseph R, Radom‐Aizik S, Coronato N, Moradinasab N, Barstow TJ, Stehli A, Brown D, Cooper DM. Heart rate and gas exchange dynamic responses to multiple brief exercise bouts (MBEB) in early- and late-pubertal boys and girls. Physiol Rep 2022; 10:e15397. [PMID: 35923083 PMCID: PMC9349595 DOI: 10.14814/phy2.15397] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/24/2022] [Accepted: 07/02/2022] [Indexed: 04/28/2023] Open
Abstract
Natural patterns of physical activity in youth are characterized by brief periods of exercise of varying intensity interspersed with rest. To better understand systemic physiologic response mechanisms in children and adolescents, we examined five responses [heart rate (HR), respiratory rate (RR), oxygen uptake (V̇O2 ), carbon dioxide production (V̇CO2 ), and minute ventilation (V̇E), measured breath-by-breath] to multiple brief exercise bouts (MBEB). Two groups of healthy participants (early pubertal: 17 female, 20 male; late-pubertal: 23 female, 21 male) performed five consecutive 2-min bouts of constant work rate cycle-ergometer exercise interspersed with 1-min of rest during separate sessions of low- or high-intensity (~40% or 80% peak work, respectively). For each 2-min on-transient and 1-min off-transient we calculated the average value of each cardiopulmonary exercise testing (CPET) variable (Y̅). There were significant MBEB changes in 67 of 80 on- and off-transients. Y̅ increased bout-to-bout for all CPET variables, and the magnitude of increase was greater in the high-intensity exercise. We measured the metabolic cost of MBEB, scaled to work performed, for the entire 15 min and found significantly higher V̇O2 , V̇CO2 , and V̇E costs in the early-pubertal participants for both low- and high-intensity MBEB. To reduce breath-by-breath variability in estimation of CPET variable kinetics, we time-interpolated (second-by-second), superimposed, and averaged responses. Reasonable estimates of τ (<20% coefficient of variation) were found only for on-transients of HR and V̇O2 . There was a remarkable reduction in τHR following the first exercise bout in all groups. Natural patterns of physical activity shape cardiorespiratory responses in healthy children and adolescents. Protocols that measure the effect of a previous bout on the kinetics of subsequent bouts may aid in the clinical utility of CPET.
Collapse
Affiliation(s)
- Ronen Bar‐Yoseph
- Pediatric Exercise and Genomics Research CenterUniversity of California at IrvineIrvineCaliforniaUSA
- Pediatric Pulmonary DivisionRuth Children's Hospital, Rambam Health Care CenterHaifaIsrael
| | - Shlomit Radom‐Aizik
- Pediatric Exercise and Genomics Research CenterUniversity of California at IrvineIrvineCaliforniaUSA
| | - Nicholas Coronato
- University of VirginiaCharlottesvilleVirginiaUSA
- United States Military AcademyWest PointNew YorkUSA
| | | | | | - Annamarie Stehli
- Pediatric Exercise and Genomics Research CenterUniversity of California at IrvineIrvineCaliforniaUSA
| | - Don Brown
- University of VirginiaCharlottesvilleVirginiaUSA
| | - Dan M. Cooper
- Pediatric Exercise and Genomics Research CenterUniversity of California at IrvineIrvineCaliforniaUSA
- Department of Pediatrics, Institute for Clinical and Translational Science, and Pediatric Exercise and Genomics Research CenterUniversity of CaliforniaIrvineCaliforniaUSA
| |
Collapse
|
12
|
Hudler A, Holguin F, Althoff M, Fuhlbrigge A, Sharma S. Pathophysiology and clinical evaluation of the patient with unexplained persistent dyspnea. Expert Rev Respir Med 2022; 16:511-518. [PMID: 35034521 PMCID: PMC9276544 DOI: 10.1080/17476348.2022.2030222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 01/10/2022] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Dyspnea is a complex symptom, which largely results from an imbalance between an afferent sensory stimulus and the corresponding efferent respiratory neuromuscular response. In addition, it is heavily influenced by the patient's prior experiences and sociocultural factors. AREAS COVERED The diagnostic approach to these patients requires a graded, systematic, and often multidisciplinary approach to determine what is the underlying pathophysiologic process. Utilization of objective data obtained through lab testing, imaging, and advanced testing, such as cardiopulmonary exercise testing, is often required to help identify underlying pathology contributing to a patient's symptoms. This article will review dyspnea's underlying pathophysiological mechanisms and standardized approaches to diagnoses. In the expert opinion section, we will discuss our own clinical approach to evaluating patients with persistent dyspnea. EXPERT OPINION Unexplained dyspnea is a challenging diagnosis that occurs in patients with and without underlying cardiopulmonary diseases. It requires a systematic approach, which initially uses clinical evaluation in addition to standard imaging and clinical biomarkers. When diagnoses are not made during the initial evaluation, subsequent tests can include cardiopulmonary exercise test and methacholine challenge. To be certain of the correct diagnosis, It is imperative that the clinician determines dyspnea's response to a particular therapeutic intervention.
Collapse
Affiliation(s)
- Andi Hudler
- Division of Pulmonary Sciences and Critical Care, University of Colorado, Denver, Colorado
| | - Fernando Holguin
- Division of Pulmonary Sciences and Critical Care, University of Colorado, Denver, Colorado
| | - Meghan Althoff
- Division of Pulmonary Sciences and Critical Care, University of Colorado, Denver, Colorado
| | - Anne Fuhlbrigge
- Division of Pulmonary Sciences and Critical Care, University of Colorado, Denver, Colorado
| | - Sunita Sharma
- Division of Pulmonary Sciences and Critical Care, University of Colorado, Denver, Colorado
| |
Collapse
|
13
|
CORAZZA IVAN, MORRONE MARIAFRANCESCA, OLIVIERI MICHELA, ZECCHI MARGHERITA, ZANNOLI ROMANO. TEST OF PHYSIOLOGICAL PERFORMANCE: RATIONALE AND FEASIBILITY. J MECH MED BIOL 2022. [DOI: 10.1142/s0219519422500191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Rigorous clinical evaluation of the physiological performance is currently performed with complex and long procedures which need expensive technology and skilled operators. In a wide range of situations (frail patients, daily clinical practice, etc.), these approaches are difficult to be applied and simpler tests, with a lack of scientific background, are mandatory. To avoid these problems, we propose a test (test of physiological performance (TOPP)) to evaluate the physiological behavior of a subject, in a really easy and safe clinical setting, measuring only the heart rate. The subject is submitted to an active standing-up test and then two submaximal exercises (with a low power load) on a cycle-ergometer. The heart rate modifications due to each submaximal step are analyzed by exponential interpolation to calculate the ascending and descending time constants and evaluate the way each subject adapts his heart rate to work. The standard deviation of the RR for each stationary phase (warm-up, load, recovery) was calculated as an index of short-term variability. Then a standard Fourier analysis of the stationary periods of the standing-up procedures allows to quickly and easily evaluate the autonomic nervous activation. We tested the protocol on five healthy subjects to verify the feasibility and the acceptance of the procedure. The five subjects demonstrated a good tolerance of the entire procedure. The standing-up showed a behavior of the autonomic system consistent with the physiology (with an increase in sympathetic activation in the passage to standing position). The analysis of the two submaximal steps highlights how younger and trained subjects present lower heart rates (both in the ascending phase and in the recovery) with a quicker adaptation ability (smaller time constants) consistent with what is expected. The short-term variability of heart rate is greater in young and trained subjects, thus confirming how the sympatho-vagal balance, in these subjects, is more dynamic. The proposed test is well tolerated by the subjects and the results, albeit in a small cohort of healthy volunteers, are consistent with what is expected from physiology and is already present in the literature. Our work aims to be a proposal with a feasibility check of a method for evaluating performance. The work to be done for the clinical validation of the TOPP is still long, but we are aware that it can give important results and that the TOPP can become an effective tool for the assessment of the physiological performance even of fragile subjects.
Collapse
Affiliation(s)
- IVAN CORAZZA
- Medical Physics Coordination Centre, Department of Experimental Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - MARIA FRANCESCA MORRONE
- Medical Physics Coordination Centre, Department of Experimental Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - MICHELA OLIVIERI
- Medical Physics Coordination Centre, Department of Experimental Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - MARGHERITA ZECCHI
- Medical Physics Coordination Centre, Department of Experimental Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - ROMANO ZANNOLI
- Medical Physics Coordination Centre, Department of Experimental Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum University of Bologna, Bologna, Italy
| |
Collapse
|
14
|
Reuveny R, Vilozni D, Dagan A, Ashkenazi M, Velner A, Segel MJ. The role of inspiratory capacity and tidal flow in diagnosing exercise ventilatory limitation in Cystic Fibrosis. Respir Med 2021; 192:106713. [PMID: 35033964 DOI: 10.1016/j.rmed.2021.106713] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 12/04/2021] [Accepted: 12/06/2021] [Indexed: 01/15/2023]
Abstract
BACKGROUND Exercise ventilatory limitation conventionally defined by reduced breathing reserve (BR) may underestimate the effect of lung disease on exercise capacity in patients with mild to moderate obstructive lung diseases. OBJECTIVE To investigate whether ventilatory limitation may be present despite a normal BR in Cystic Fibrosis (CF). METHODS Twenty adult CF patients (age 16-58y) with a wide range of pulmonary obstruction severity completed a symptom-limited incremental exercise test on a cycle ergometer. Operating lung volumes were derived from inspiratory capacity (IC) measurement during exercise and exercise tidal flow volume loop analysis. RESULTS six patients had a severe airway obstruction (FEV1<45% predicted) and conventional evidence of ventilatory limitation (low BR). Fourteen patients had mild to moderate-severe airway obstructive (FEV1 46-103% predicted), and a normal BR [12-62 L/min, BR% (17-40)]. However, dynamic respiratory mechanics demonstrated that even CF patients with mild to moderate-severe lung disease had clear evidence of ventilatory limitation during exercise. IC was decreased by (median) 580 ml (range 90-1180 ml) during exercise, indicating dynamic hyperinflation. Inspiratory reserve volume at peak exercise was 445 ml (241-1350 ml) indicating mechanical constraint on the respiratory system. The exercise tidal flow met or exceeded the expiratory boundary of the maximal flow volume loop over 72% of the expiratory volume (range 40-90%), indicating expiratory flow limitation. CONCLUSION Reduced BR as a sole criterion underestimates ventilatory limitation during exercise in mild to moderate-severe CF patients. Assessment of dynamic respiratory mechanics during exercise revealed ventilatory limitation, present even in patients with mild obstruction.
Collapse
Affiliation(s)
- Ronen Reuveny
- Pulmonary Institute, Sheba Medical Center, Tel-HaShomer, Ramat Gan, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel; Physical Therapy Department, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel.
| | - Daphna Vilozni
- Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel; National CF Center, Paediatric Pulmonary Unit, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-HaShomer, Ramat Gan, Israel
| | - Adi Dagan
- Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel; National CF Center, Paediatric Pulmonary Unit, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-HaShomer, Ramat Gan, Israel
| | - Moshe Ashkenazi
- Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel; National CF Center, Paediatric Pulmonary Unit, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-HaShomer, Ramat Gan, Israel
| | - Ariela Velner
- Pulmonary Institute, Sheba Medical Center, Tel-HaShomer, Ramat Gan, Israel
| | - Michael J Segel
- Pulmonary Institute, Sheba Medical Center, Tel-HaShomer, Ramat Gan, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
| |
Collapse
|
15
|
Ewert R, Stubbe B, Heine A, Desole S, Habedank D, Knaack C, Hortien F, Opitz CF. [Invasive Cardiopulmonary Exercise Testing: A Review]. Pneumologie 2021; 76:98-111. [PMID: 34844269 DOI: 10.1055/a-1651-7450] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Right heart catheterization (RHC) is the internationally standardized reference method for measuring pulmonary hemodynamics under resting conditions. In recent years, increasing efforts have been made to establish the reliable assessment of exercise hemodynamics as well, in order to obtain additional diagnostic and prognostic data. Furthermore, cardiopulmonary exercise testing (CPET), as the most comprehensive non-invasive exercise test, is increasingly performed in combination with RHC providing detailed pathophysiological insights into the exercise response, so-called invasive cardiopulmonary exercise testing (iCPET).In this review, the accumulated experience with iCPET is presented and methodological details are discussed. This complex examination is especially helpful in differentiating the underlying causes of unexplained dyspnea. In particular, early forms of cardiac or pulmonary vascular dysfunction can be detected by integrated analysis of hemodynamic as well as ventilatory and gas exchange data. It is expected that with increasing validation of iCPET parameters, a more reliable differentiation of normal from pathological stress reactions will be possible.
Collapse
Affiliation(s)
- Ralf Ewert
- Universitätsmedizin Greifswald, Klinik für Innere Medizin B, Bereich Pneumologie und Weaningzentrum, Greifswald
| | - Beate Stubbe
- Universitätsmedizin Greifswald, Klinik für Innere Medizin B, Bereich Pneumologie und Weaningzentrum, Greifswald
| | - Alexander Heine
- Universitätsmedizin Greifswald, Klinik für Innere Medizin B, Bereich Pneumologie und Weaningzentrum, Greifswald
| | - Susanna Desole
- Universitätsmedizin Greifswald, Klinik für Innere Medizin B, Bereich Pneumologie und Weaningzentrum, Greifswald
| | - Dirk Habedank
- DRK Kliniken Berlin Köpenick, Medizinische Klinik Kardiologie, Berlin
| | - Christine Knaack
- Universitätsmedizin Greifswald, Klinik für Innere Medizin C, Greifswald
| | - Franziska Hortien
- Universitätsmedizin Greifswald, Klinik für Innere Medizin B, Bereich Pneumologie und Weaningzentrum, Greifswald
| | - Christian F Opitz
- DRK Kliniken Berlin Westend, Klinik für Innere Medizin, Schwerpunkt Kardiologie, Berlin
| |
Collapse
|
16
|
Młyńczak M, Krysztofiak H. Respiratory Activity during Exercise: A Feasibility Study on Transition Point Estimation Using Impedance Pneumography. SENSORS 2021; 21:s21186233. [PMID: 34577438 PMCID: PMC8473346 DOI: 10.3390/s21186233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 09/09/2021] [Accepted: 09/14/2021] [Indexed: 11/24/2022]
Abstract
The current diagnostic procedures for assessing physiological response to exercise comprise blood lactates measurements, ergospirometry, and electrocardiography. The first is not continuous, the second requires specialized equipment distorting natural breathing, and the last is indirect. Therefore, we decided to perform the feasibility study with impedance pneumography as an alternative technique. We attempted to determine points in respiratory-related signals, acquired during stress test conditions, that suggest a transition similar to the gas exchange threshold. In addition, we analyzed whether or not respiratory activity reaches steady states during graded exercise. Forty-four students (35 females), practicing sports on different levels, performed a graded exercise test until exhaustion on cycloergometer. Eventually, the results from 34 of them were used. The data were acquired with Pneumonitor 2. The signals demonstrated that the steady state phenomenon is not as evident as for heart rate. The results indicated respiratory rate approaches show the transition point at the earliest (more than 6 min before the end of the exercise test on average), and the tidal volume ones at the latest (less than 5 min). A combination gave intermediate findings. The results showed the impedance pneumography appears reasonable for the transition point estimation, but this should be further studied with the reference.
Collapse
Affiliation(s)
- Marcel Młyńczak
- Institute of Metrology and Biomedical Engineering, Faculty of Mechatronics, Warsaw University of Technology, 02-525 Warsaw, Poland
- Correspondence:
| | - Hubert Krysztofiak
- Department of Applied Physiology, Mossakowski Medical Research Institute, Polish Academy of Sciences, 02-106 Warsaw, Poland;
| |
Collapse
|
17
|
Gonzalez-Garcia M, Barrero M, Maldonado D. Exercise Capacity, Ventilatory Response, and Gas Exchange in COPD Patients With Mild to Severe Obstruction Residing at High Altitude. Front Physiol 2021; 12:668144. [PMID: 34220533 PMCID: PMC8249805 DOI: 10.3389/fphys.2021.668144] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 04/28/2021] [Indexed: 01/04/2023] Open
Abstract
Background Exercise intolerance, desaturation, and dyspnea are common features in patients with chronic obstructive pulmonary disease (COPD). At altitude, the barometric pressure (BP) decreases, and therefore the inspired oxygen pressure and the partial pressure of arterial oxygen (PaO2) also decrease in healthy subjects and even more in patients with COPD. Most of the studies evaluating ventilation and arterial blood gas (ABG) during exercise in COPD patients have been conducted at sea level and in small populations of people ascending to high altitudes. Our objective was to compare exercise capacity, gas exchange, ventilatory alterations, and symptoms in COPD patients at the altitude of Bogotá (2,640 m), of all degrees of severity. Methods Measurement during a cardiopulmonary exercise test of oxygen consumption (VO2), minute ventilation (VE), tidal volume (VT), heart rate (HR), ventilatory equivalents of CO2 (VE/VCO2), inspiratory capacity (IC), end-tidal carbon dioxide tension (PETCO2), and ABG. For the comparison of the variables between the control subjects and the patients according to the GOLD stages, the non-parametric Kruskal–Wallis test or the one-way analysis of variance test was used. Results Eighty-one controls and 525 patients with COPD aged 67.5 ± 9.1 years were included. Compared with controls, COPD patients had lower VO2 and VE (p < 0.001) and higher VE/VCO2 (p = 0.001), A-aPO2, and VD/VT (p < 0.001). In COPD patients, PaO2 and saturation decreased, and delta IC (p = 0.004) and VT/IC increased (p = 0.002). These alterations were also seen in mild COPD and progressed with increasing severity of the obstruction. Conclusion The main findings of this study in COPD patients residing at high altitude were a progressive decrease in exercise capacity, increased dyspnea, dynamic hyperinflation, restrictive mechanical constraints, and gas exchange abnormalities during exercise, across GOLD stages 1–4. In patients with mild COPD, there were also lower exercise capacity and gas exchange alterations, with significant differences from controls. Compared with studies at sea level, because of the lower inspired oxygen pressure and the compensatory increase in ventilation, hypoxemia at rest and during exercise was more severe; PaCO2 and PETCO2 were lower; and VE/VO2 was higher.
Collapse
Affiliation(s)
- Mauricio Gonzalez-Garcia
- Pulmonary Function Testing Laboratory, Fundación Neumologica Colombiana, Bogotá, Colombia.,Faculty of Medicine, Universidad de La Sabana, Bogotá, Colombia
| | - Margarita Barrero
- Pulmonary Function Testing Laboratory, Fundación Neumologica Colombiana, Bogotá, Colombia
| | - Dario Maldonado
- Pulmonary Function Testing Laboratory, Fundación Neumologica Colombiana, Bogotá, Colombia
| |
Collapse
|