Submitted:
10 September 2025
Posted:
11 September 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Population
2.2. Ethical and Data Management Protocol
2.3. Study Design
2.4. Protocol
- COT: Patients began with their usual home oxygen flow and then titrated to maintain an SpO2 >92% through all the exercise.
- NIV: titrated as described above, with supplemental oxygen if needed, to maintain SpO2>92%.
- HFT (Airvo 2®, Fisher &Paykel, Auckland, NZ): A flow of 40 litres per minute was selected. Supplemental O2 flow was initially set –before starting exercise- to maintain an estimated FiO2 similar to that obtained to achieve a SpO2>92% with COT[29].
2.5. Signal Recording
- Parasternal and sternocleidomastoid surface EMG was performed with electrodes placed on both sides of the second parasternal space, as previously described[33].
- Combined transcutaneous CO2 and pulse oximetry oxygen saturation sensor (Sentec TCM®, Therwill, Switzerland).
- Chest and abdominal respiratory inductance plethysmography (RIP) belts (Braebon QZ-RIP, Braebon Medical Corp, Ontario, Canada), for determining inspiratory and expiratory onset.
- Flow (raw signal from a calibrated pneumotachograph placed between tubing and usual oronasal mask) was recorded by means of a differential pressure transducer (Powerlab Spirometer FE141, AD Instruments, Australia) and mask pressure (Powerlab MLT844 , AD Instruments, Australia)
2.6. Data Collection
- Respiratory variables: Respiratory rate (RR), dyspnoea perception measured by the BORG test scale, asked as the breathless sensation (n) and transcutaneous monitored CO2 (tcCO2, mmHg).
- NRD as described by Jolley et al[35]. Briefly, we choose to measure parasternal (EMGpara) and sternocleidomastoid (EMGscm) signal by attaching 2 electrodes as described previously[11] . EMGpara and EMGscm signal was normalized and transformed through a RMS protocol. NRD for each point of the study was calculated as the product of respiratory rate by peak RMS EMGpara%max. For calculations, the non-respiratory tonic artifacts in the EMG were avoided, as inspiration was also signalled by the inductive plethysmography belts, and peak was referenced to the mean baseline EMG RMS activity[37]. Peak of RMS signal of EMGpara and EMGscm (µv) and area under the curve AUC of both (µv) in every step of time by LabChart ® Software (ADInstruments, Australia) was analysed.
2.7. Statistical Analysis
3. Results
3.1. Descriptive Analysis
| Patient Characteristics | |
|---|---|
| Variable | Mean ± SD |
| Age (years) | 60.0 ± 3.9 |
| FEV₁ (mL; % predicted) | 580 ± 129; 19.3 ± 4.14 |
| FVC (mL; % predicted) | 2038.5 ± 739.6; 51.5 ± 18.01 |
| RV (mL; % predicted | 6240.6 ± 1242.5; 286.4 ± 28.19 |
| TLC (mL; % predicted) | 8563.9 ± 1358.9; 140.9 ± 28.19 |
| RV/TLC ratio (%) | 73.4 ± 7.84 |
| pO₂ (mmHg) | 60.7 ± 14.21 |
| pCO₂ (mmHg) | 51.1 ± 6.83 |
| pH (units) | 7.40 ± 0.06 |
| Ventilator Parameters | |
| IPAP at baseline (cmH₂O) | 19.3 ± 5.0 |
| IPAP during exercise (cmH₂O) | 21.9 ± 5.7 |
| EPAP at baseline (cmH₂O) | 9.0 ± 2.7 |
| EPAP during exercise (cmH₂O) | 9.5 ± 3.1 |
3.2. Comparative Study of Respiratory Variables
3.3. Comparative Study of Neuroventilatory Variables
| Parameter | F-statistic | p-value | Effect Size (ⴄ²) | Power (β⁻¹) |
|---|---|---|---|---|
| Respiratory Rate (RR) | ||||
| - Intrasubject | 12.000 | p < 0.05 | 0.20 | 0.88 |
| - Intersubject | 6.074 | p < 0.01 | 0.20 | 0.86 |
| Borg Scale | ||||
| - Intrasubject | 26.081 | p < 0.001 | 0.77 | 1.00 |
| - Intersubject | 4221.596 | p < 0.001 | 0.76 | 1.00 |
| TcCO₂ (mmHg) | ||||
| - Intrasubject | 1191.236 | p < 0.001 | 0.96 | 1.00 |
| - Intersubject | 26.081 | p = 0.1 | 0.10 | 0.43 |
| Parasternal peak EMG | ||||
| Intrasubject | 25.953 | p < 0.001 | 0.68 | 1 |
| Intersubject | 2.56 | 0.05 | 0.09 | 0.56 |
| Parasternal area EMG | ||||
| Intrasubject | 15.212 | p<0.001 | 0.61, | 0.99 |
| Intersubject | 2.523 | p=0.08 | 0.1 | 0.48 |
| SCM peak EMG | ||||
| Intrasubject | 6.53 | 0.08 | 0.2 | 0.67 |
| Intersubject | 2.57 | 0.1 | 0.05 | 0.35 |
| SCM area EMG | ||||
| Intrasubject | 28.046 | p<0.001 | 0.32 | 1 |
| Intersubject | 2.772. | 0.07 | 0.1 | 0.52 |
| Parameter | Condition | Mean ± SD | 95 % CI |
|---|---|---|---|
| Parasternal NRD in µV. (peak) | COT | 1180 ± 200.1 | 781.68 to 1579.58 |
| NIV | 488.81 ± 199.09 | 89.80 to 887.70 | |
| HFT | 807.80 ± 204.32 | 398.50 to 1217.15 | |
| SCM NRD in µV (peak). | COT | 1434.24 ± 265.17 | 903.30 to 1965.24 |
| NIV | 758.90 ± 265.17 | 227.80 to 1289.80 | |
| HFT | 1256.10 ± 265.17 | 725.15 to 1787.10 |
3.4. Subgroup Analysis: Exercise Non-Limited Cohort (Patients Who Did Not Stop Pedalling, n = 7)
-
EMGpara NRD peak:
- ▪
- Within-subject: F(6,14) = 8.970, p < 0.001, η² = 0.79, β-1 = 0.99
- ▪
- Between-subject: F(2,18) = 9.116, p < 0.01, η² = 0.50, β-1 = 0.94
- EMGscm NRD peak:
- ▪ Within-subject: F(6,33) = 23.142, p < 0.001, η² = 0.41, β-1 = 0.99
- ▪ Between-subject: F(2,33) = 4.760, p < 0.01, η² = 0.22, β-1 = 0.75
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| COPD | Chronic Obstructive Pulmonary Disease |
| COT | Conventional Oxygen Therapy |
| NIV | Non-Invasive Ventilation |
| HFT | High-Flow Nasal Cannula Therapy (High-Flow Therapy) |
| NRD | Neural Respiratory Drive |
| PEEPi | Intrinsic End-Expiratory Positive Pressure |
| EMG | Electromyography |
| EMGpara | Parasternal Electromyography |
| EMGscm | Sternocleidomastoid Electromyography |
| SCM | Sternocleidomastoid Muscle |
| RIP | Respiratory Inductance Plethysmography |
| SpO₂ | Peripheral Oxygen Saturation |
| tcCO₂ | Transcutaneous Carbon Dioxide |
| FEV₁ | Forced Expiratory Volume in 1 Second |
| FVC | Forced Vital Capacity |
| RV | Residual Volume |
| TLC | Total Lung Capacity |
| RV/TLC | Residual Volume to Total Lung Capacity Ratio |
| IPAP | Inspiratory Positive Airway Pressure |
| EPAP | Expiratory Positive Airway Pressure |
| FiO₂ | Fraction of Inspired Oxygen |
| MIP | Maximal Inspiratory Pressure |
| RMS | Root Mean Square |
| AUC | Area Under the Curve |
| RR | Respiratory Rate |
| SD | Standard Deviation |
| CI | Confidence Interval |
| ST mode | Spontaneous/Timed Mode (ventilator setting) |
References
- Venkatesan, P. GOLD COPD report: 2025 update. Lancet Respir Med. 2025;13:e7-e8.
- O'Donnell DE, Revill SM, Webb KA. Dynamic hyperinflation and exercise intolerance in chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2001;164:770-7. [CrossRef]
- Babb TG, Viggiano R, Hurley B, Staats B, Rodarte JR. Effect of mild-to-moderate airflow limitation on exercise capacity. J Appl Physiol. 1991;70:223-30. [CrossRef]
- Duiverman ML, de Boer EW, van Eykern LA, et al. Respiratory muscle activity and dyspnea during exercise in chronic obstructive pulmonary disease. Respir Physiol Neurobiol. 2009;167:195-200. [CrossRef]
- Jolley C, Luo Y, Steier J, et al. Neural respiratory drive and symptoms that limit exercise in chronic obstructive pulmonary disease. Lancet. 2015;385 Suppl 1:S51. [CrossRef]
- Marin JM, Carrizo SJ, Gascon M, Sanchez A, Gallego B, Celli BR. Inspiratory capacity, dynamic hyperinflation, breathlessness, and exercise performance during the 6-minute-walk test in chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2001;163:1395-9. [CrossRef]
- Jolley CJ, Luo YM, Steier J, Rafferty GF, Polkey MI, Moxham J. Neural respiratory drive and breathlessness in COPD. Eur Respir J. 2015;45:355-64. [CrossRef]
- Babcock MA, Pegelow DF, Harms CA, Dempsey JA. Effects of respiratory muscle unloading on exercise-induced diaphragm fatigue. J Appl Physiol. 2002;93:201-6. [CrossRef]
- Spahija J, de Marchie M, Albert M, et al. Patient-ventilator interaction during pressure support ventilation and neurally adjusted ventilatory assist. Crit Care Med. 2010;38:518-26. [CrossRef]
- Menadue C, Piper AJ, van 't Hul AJ, Wong KK. Non-invasive ventilation during exercise training for people with chronic obstructive pulmonary disease. Cochrane Database Syst Rev. 2014:CD007714.
- Bonnevie T, Gravier FE. NIV Is not Adequate for High Intensity Endurance Exercise in COPD. 2020;9. [CrossRef]
- Bianchi L, Foglio K, Porta R, Baiardi R, Vitacca M, Ambrosino N. Lack of additional effect of adjunct of assisted ventilation to pulmonary rehabilitation in mild COPD patients. Respir Med. 2002;96:359-67. [CrossRef]
- Johnson JE, Gavin DJ, Adams-Dramiga S. Effects of training with heliox and noninvasive positive pressure ventilation on exercise ability in patients with severe COPD. Chest. 2002;122:464-72. [CrossRef]
- da Luz Goulart C, Caruso FR, Garcia de Araújo AS, et al. The Effect of Adding Noninvasive Ventilation to High-Intensity Exercise on Peripheral and Respiratory Muscle Oxygenation. Respir Care. 2023;68:320-9.
- Hannink JD, van Hees HW, Dekhuijzen PN, van Helvoort HA, Heijdra YF. Non-invasive ventilation abolishes the IL-6 response to exercise in muscle-wasted COPD patients: a pilot study. Scand J Med Sci Sports. 2014;24:136-43.
- Lei Y, He J, Hu F, et al. Sequential inspiratory muscle exercise-noninvasive positive pressure ventilation alleviates oxidative stress in COPD by mediating SOCS5/JAK2/STAT3 pathway. BMC Pulm Med. 2023;23:385. [CrossRef]
- Reuveny R, Ben-Dov I, Gaides M, Reichert N. Ventilatory support during training improves training benefit in severe chronic airway obstruction. The Israel Medical Association journal : IMAJ. 2005;7:151-5.
- Duiverman ML, Wempe JB, Bladder G, et al. Nocturnal non-invasive ventilation in addition to rehabilitation in hypercapnic patients with COPD. Thorax. 2008;63:1052-7. [CrossRef]
- Ambrosino N, Cigni P. Non invasive ventilation as an additional tool for exercise training. Multidiscip Respir Med. 2015;10:14.
- Furlanetto KC, Pitta F. Oxygen therapy devices and portable ventilators for improved physical activity in daily life in patients with chronic respiratory disease. Expert Rev Med Devices. 2017;14:103-15. [CrossRef]
- Marrara KT, Di Lorenzo VAP, Jaenisch RB, et al. Noninvasive Ventilation as an Important Adjunct to an Exercise Training Program in Subjects With Moderate to Severe COPD. Respir Care. 2018;63:1388-98. [CrossRef]
- Elshof J, Duiverman ML. Clinical Evidence of Nasal High-Flow Therapy in Chronic Obstructive Pulmonary Disease Patients. Respiration. 2020;99:140-53. [CrossRef]
- Candia C, Lombardi C, Merola C, et al. The Role of High-Flow Nasal Cannula Oxygen Therapy in Exercise Testing and Pulmonary Rehabilitation: A Review of the Current Literature. J Clin Med. 2023;13. [CrossRef]
- Chen X, Xu L, Li S, et al. Efficacy of respiratory support therapies during pulmonary rehabilitation exercise training in chronic obstructive pulmonary disease patients: a systematic review and network meta-analysis. BMC Med. 2024;22:389. [CrossRef]
- Florez Solarana P, Lalmolda Puyol C, Corral Blanco M, et al. Automatic detection and monitoring of expiratory flow limitation in non-invasive ventilation. ERJ Open Research.10:64.
- Ramsook AH, Mitchell RA, Bell T, et al. Is parasternal intercostal EMG an accurate surrogate of respiratory neural drive and biomarker of dyspnea during cycle exercise testing? Respir Physiol Neurobiol. 2017;242:40-4. [CrossRef]
- Fuentes S, Chowdhury YS. Fraction of Inspired Oxygen. StatPearls Publishing; 2024.
- Lalmolda C, Flórez P, Corral M, et al. Does the Efficacy of High Intensity Ventilation in Stable COPD Depend on the Ventilator Model? A Bench-to-Bedside Study. Int J Chron Obstruct Pulmon Dis. 2022;17:155-64.
- Williams S, Porter M, Westbrook J, Rafferty GF, MacBean V. The influence of posture on parasternal intercostal muscle activity in healthy young adults. Physiological measurement. 2019;40:01NT3. [CrossRef]
- Wu W, Guan L, Li X, et al. Correlation and compatibility between surface respiratory electromyography and transesophageal diaphragmatic electromyography measurements during treadmill exercise in stable patients with COPD. International Journal of Chronic Obstructive Pulmonary Disease. 2017;12:3273--80. [CrossRef]
- Sayas Catalán J, Lalmolda C, Hernández-Voth A, et al. Thoracoabdominal Asynchrony in Very Severe COPD: Clinical and Functional Correlates During Exercise. Arch Bronconeumol. 2025. [CrossRef]
- Jolley CJ, Luo YM, Steier J, et al. Neural respiratory drive in healthy subjects and in COPD. Eur Respir J. 2009;33:289-97. [CrossRef]
- Lin L, Guan L, Wu W, Chen R. Correlation of surface respiratory electromyography with esophageal diaphragm electromyography. Respir Physiol Neurobiol. 2019;259:45-52. [CrossRef]
- Hudson AL, Butler JE. Assessment of 'neural respiratory drive' from the parasternal intercostal muscles. Respir Physiol Neurobiol. 2018;252-253:16-7. [CrossRef]
- Alex JvtH, Alex JvtH, Alex Van 't H, et al. The acute effects of noninvasive ventilatory support during exercise on exercise endurance and dyspnea in patients with chronic obstructive pulmonary disease: a systematic review. Journal of Cardiopulmonary Rehabilitation. 2002.
- Chen X, Xu L, Li S, Yet al. Efficacy of respiratory support therapies during pulmonary rehabilitation exercise training in chronic obstructive pulmonary disease patients: a systematic review and network meta-analysis. BMC medicine. 2024;22:389. [CrossRef]
- Costes F, Agresti A, Court-Fortune I, Roche F, Vergnon JM, Barthélémy JC. Noninvasive ventilation during exercise training improves exercise tolerance in patients with chronic obstructive pulmonary disease. J Cardiopulm Rehabil. 2003;23:307-13. [CrossRef]
- Deniz S, Tuncel Ş, Gürgün A, Elmas F. Adding Non-Invasive Positive Pressure Ventilation to Supplemental Oxygen During Exercise Training in Severe Chronic Obstructive Pulmonary Disease: A Randomized Controlled Study. Thorac Res Pract. 2023;24:262-9. [CrossRef]
- François M, François M, François M, et al. Pressure support reduces inspiratory effort and dyspnea during exercise in chronic airflow obstruction. 1995.
- Köhnlein T, Schönheit-Kenn U, Winterkamp S, Welte T, Kenn K. Noninvasive ventilation in pulmonary rehabilitation of COPD patients. Respir Med. 2009;103:1329-36. [CrossRef]
- Wang Y, Liu Y, Liu K, He Y, Ding H. Noninvasive Positive Pressure Ventilation versus High-Flow Nasal Cannula for Chronic Obstructive Pulmonary Disease: An Updated Narrative Review. Int J Chron Obstruct Pulmon Dis. 2024;19:2415-20. [CrossRef]
- Bonnevie T, Gravier FE, Fresnel E, Kerfourn A, Medrinal C, Prieur G, et al. NIV Is not Adequate for High Intensity Endurance Exercise in COPD. J Clin Med. 2020;9. [CrossRef]
- Tristan B, Tristan B, Francis-Edouard G, Francis-Edouard G, Emeline F, Emeline F, et al. NIV Is not Adequate for High Intensity Endurance Exercise in COPD. Journal of Clinical Medicine. 2020.
- Anekwe D, de Marchie M, Spahija J. Effects of Pressure Support Ventilation May Be Lost at High Exercise Intensities in People with COPD. Copd. 2017;14:284-92. [CrossRef]
- Xie S, Li X, Liu Y, Huang J, Yang F. Effect of home noninvasive positive pressure ventilation combined with pulmonary rehabilitation on dyspnea severity and quality of life in patients with severe stable chronic obstructive pulmonary disease combined with chronic type II respiratory failure: a randomized controlled trial. BMC Pulm Med. 2025;25:185. [CrossRef]


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