Oscillation Mechanics, Integer and Fractional Respiratory Modeling in COPD: Effect of Obstruction Severity

References

• AndreevaE, PokhaznikovaM, LebedevA, et al. The RESPECT study: rESearch on the PrEvalence and the diagnosis of COPD and its Tobacco-related etiology: a study protocol. BMC Public Health. 2015;v. 15.
   Web of Science ®Google Scholar
• The global strategy for the diagnosis, management and prevention of COPD, global initiative for chronic obstructive lung disease (GOLD); 2020 Available from: http://www.goldcopd.org. Accessed 1121, 2020.
   Google Scholar
• Di MangoAM, LopesAJ, JansenJM, MeloPL. Changes in respiratory mechanics with increasing degrees of airway obstruction in COPD: detection by forced oscillation technique. Respir Med. 2006;100(3):399–410. doi:10.1016/j.rmed.2005.07.00516115754
   PubMed Web of Science ®Google Scholar
• BarnesPJ. Small airways in COPD. N Engl J Med. 2004;350(26):2635–2637. doi:10.1056/NEJMp04810215215476
   PubMed Web of Science ®Google Scholar
• BourdinA, BurgelPR, ChanezP, GarciaG, PerezT, RocheN. Recent advances in COPD: pathophysiology, respiratory physiology and clinical aspects, including comorbidities. Eur Respir Rev. 2009;18(114):198–212. doi:10.1183/09059180.0000550920956145
   PubMedGoogle Scholar
• JohannessenA, LehmannS, OmenaasER, EideGE, BakkePS, GulsvikA. Post-bronchodilator spirometry reference values in adults and implications for disease management. Am J Respir Crit Care Med. 2006;173(12):1316–1325. doi:10.1164/rccm.200601-023OC16556696
   PubMed Web of Science ®Google Scholar
• KarkhanisVS, JoshiJM. Spirometry in chronic obstructive lung disease (COPD). J Assoc Physicians India. 2012;60(Suppl):22–26.
   PubMedGoogle Scholar
• KingGG, BatesJ, BergerKI, et al. Technical standards for respiratory oscillometry. Eur Respir J. 2020;55:2. doi:10.1183/13993003.00753-2019
   Web of Science ®Google Scholar
• BatesJH, IrvinCG, FarreR, HantosZ. Oscillation mechanics of the respiratory system. Compr Physiol. 2011;1(3):1233–1272.23733641
   PubMed Web of Science ®Google Scholar
• FariaAC, LopesAJ, JansenJM, MeloPL. Evaluating the forced oscillation technique in the detection of early smoking-induced respiratory changes. Biomed Eng Online. 2009;8(1):22. doi:10.1186/1475-925X-8-2219781078
   PubMed Web of Science ®Google Scholar
• SáPM, LopesAJ, JansenJM, MeloPL. Oscillation mechanics of the respiratory system in never-smoking patients with silicosis: pathophysiological study and evaluation of diagnostic accuracy. Clinics. 2013;68(5):644–651. doi:10.6061/clinics/2013(05)1123778400
   PubMed Web of Science ®Google Scholar
• de SaPM, CastroHA, LopesAJ, MeloPL. Early diagnosis of respiratory abnormalities in asbestos-exposed workers by the forced oscillation technique. PLoS One. 2016;11(9):e0161981.27612198
   PubMed Web of Science ®Google Scholar
• FariaAC, LopesAJ, JansenJM, MeloPL. Assessment of respiratory mechanics in patients with sarcoidosis using forced oscillation: correlations with spirometric and volumetric measurements and diagnostic accuracy. Respiration. 2009;78(1):93–104. doi:10.1159/00021375619372637
   PubMed Web of Science ®Google Scholar
• MirandaIA, Dias FariaAC, LopesAJ, JansenJM. On the respiratory mechanics measured by forced oscillation technique in patients with systemic sclerosis. PLoS One. 2013;8:4.
   Web of Science ®Google Scholar
• RossiA, Butorac-PetanjekB, ChilosiM, et al. Chronic obstructive pulmonary disease with mild airflow limitation: current knowledge and proposal for future research – a consensus document from six scientific societies. Int J Chron Obstruct Pulmon Dis. 2017;12:2593–2610. doi:10.2147/COPD.S13223628919728
   PubMed Web of Science ®Google Scholar
• NilssonAM, TheanderE, HesselstrandR, PiitulainenE, WollmerP, MandlT. The forced oscillation technique is a sensitive method for detecting obstructive airway disease in patients with primary Sjogren’s syndrome. Scand J Rheumatol. 2014;43(4):324–328. doi:10.3109/03009742.2013.85646624392743
   PubMed Web of Science ®Google Scholar
• PetersU, HernandezP, DechmanG, EllsmereJ, MaksymG. Early detection of changes in lung mechanics with oscillometry following bariatric surgery in severe obesity. Appl Physiol Nutr Metab. 2016;41(5):538–547. doi:10.1139/apnm-2015-047327109263
   PubMed Web of Science ®Google Scholar
• RibeiroCO, FariaACD, LopesAJ, MeloPL. Forced oscillation technique for early detection of the effects of smoking and COPD: contribution of fractional-order modeling. Int J Chron Obstruct Pulmon Dis. 2018;13:3281–3295. doi:10.2147/COPD.S17368630349233
   PubMed Web of Science ®Google Scholar
• LimaAN, FariaACD, LopesAJ, JansenJM, MeloPL. Forced oscillations and respiratory system modeling in adults with cystic fibrosis. Biomed Eng Online. 2015;14(1):11. doi:10.1186/s12938-015-0007-725889005
   PubMed Web of Science ®Google Scholar
• IonescuCM. The Human Respiratory System: An Analysis of the Interplay Between Anatomy, Structure, Breathing and Fractal Dynamics. London: Springer-Verlag; 2013.
   Google Scholar
• IonescuCM, De KeyserR. Relations between fractional-order model parameters and lung pathology in chronic obstructive pulmonary disease. IEEE Trans Biomed Eng. 2009;56(4):978–987. doi:10.1109/TBME.2008.200496619272937
   PubMed Web of Science ®Google Scholar
• IonescuC, DeromE, De KeyserR. Assessment of respiratory mechanical properties with constant-phase models in healthy and COPD lungs. Comput Methods Programs Biomed. 2010;97(1):78–85. doi:10.1016/j.cmpb.2009.06.00619628290
   PubMed Web of Science ®Google Scholar
• IonescuC, DesagerK, De KeyserR. Fractional order model parameters for the respiratory input impedance in healthy and in asthmatic children. Comput Methods Programs Biomed. 2011;101(3):315–323. doi:10.1016/j.cmpb.2010.11.01021145613
   PubMed Web of Science ®Google Scholar
• IonescuCM, DesagerK, VandersteenG, De KeyserR. Respiratory mechanics in children with cystic fibrosis. Biomed Signal Proces. 2014;11:74–79. doi:10.1016/j.bspc.2014.02.008
   Web of Science ®Google Scholar
• FariaAC, VeigaJ, LopesAJ, MeloPL. Forced oscillation, integer and fractional-order modeling in asthma. Comput Methods Programs Biomed. 2016;128:12–26. doi:10.1016/j.cmpb.2016.02.01027040828
   PubMed Web of Science ®Google Scholar
• PereiraCAC. Diretrizes brasileiras de espirometria. J Pneumol. 2002;28(3):S1–82.
   Google Scholar
• RibeiroFCV, LopesAJ, MeloPL. Reference values for respiratory impedance measured by the forced oscillation technique in adult men and women. Clin Respir J. 2018;12(6):2126–2135. doi:10.1111/crj.1278329470844
   PubMed Web of Science ®Google Scholar
• MillerMR, HankinsonJ, BrusascoV, et al. Standardisation of spirometry. Eur Respir J. 2005;26(2):319–338. doi:10.1183/09031936.05.0003480516055882
   PubMed Web of Science ®Google Scholar
• LorinoAM, ZerahF, MarietteC, HarfA, LorinoH. Respiratory resistive impedance in obstructive patients: linear regression analysis vs viscoelastic modelling. Eur Respir J. 1997;10(1):150–155. doi:10.1183/09031936.97.100101509032508
   PubMed Web of Science ®Google Scholar
• BrochardL, PelleG, de PalmasJ, et al. Density and frequency dependence of resistance in early airway obstruction. Am Rev Respir Dis. 1987;135(3):579–584.3826883
   PubMed Web of Science ®Google Scholar
• MacLeodD, BirchM. Respiratory input impedance measurement: forced oscillation methods. Med Biol Eng Comput. 2001;39(5):505–516. doi:10.1007/BF234514011712646
   PubMed Web of Science ®Google Scholar
• CavalcantiJV, LopesAJ, JansenJM, MeloPL. Detection of changes in respiratory mechanics due to increasing degrees of airway obstruction in asthma by the forced oscillation technique. Respir Med. 2006;100(12):2207–2219. doi:10.1016/j.rmed.2006.03.00916713226
   PubMed Web of Science ®Google Scholar
• NagelsJ, LandserFJ, van der LindenL, ClementJ. Mechanical properties of lungs and chest wall during spontaneous breathing. J Appl Physiol. 1980;49(3):408–416. doi:10.1152/jappl.1980.49.3.4087204163
   PubMed Web of Science ®Google Scholar
• OostveenE, PeslinR, GallinaC, ZwartA. Flow and volume dependence of respiratory mechanical properties studied by forced oscillation. J Appl Physiol. 1989;67(6):2212–2218. doi:10.1152/jappl.1989.67.6.22122606826
   PubMed Web of Science ®Google Scholar
• SwetsJA. Measuring the accuracy of diagnostic systems. Science. 1988;240(4857):1285–1293. doi:10.1126/science.32876153287615
   PubMed Web of Science ®Google Scholar
• DawsonB, TrappRG. Basic & Clinical Biostatistics. 4th ed ed. New York: Lange Medical Books-McGraw-Hill, Medical Pub. Division; 2004.
   Google Scholar
• ConneelyKN, BoehnkeM. So many correlated tests, so little time! Rapid adjustment of P values for multiple correlated tests. Am J Human Genetics. 2007;81(6):1158–1168. doi:10.1086/52203617966093
   PubMed Web of Science ®Google Scholar
• CroxtonTL, WeinmannGG, SeniorRM, HoidalJR. Future research directions in chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2002;165(6):838–844. doi:10.1164/ajrccm.165.6.210803611897653
   PubMedGoogle Scholar
• FischerBM, PavliskoE, VoynowJA. Pathogenic triad in COPD: oxidative stress, protease–antiprotease imbalance, and inflammation. Int J Chron Obstruct Pulmon Dis. 2011;6:413–421. doi:10.2147/COPD.S1077021857781
   PubMed Web of Science ®Google Scholar
• BohadanaA, TeculescuD, MartinetY. Mechanisms of chronic airway obstruction in smokers. Respir Med. 2004;98(2):139–151. doi:10.1016/j.rmed.2003.09.00514971877
   PubMed Web of Science ®Google Scholar
• FariaACD, da CostaAA, LopesAJ, JansenJM, de MeloPL. Forced oscillation technique in the detection of smoking‐induced respiratory alterations: diagnostic accuracy and comparison with spirometry. Clinics. 2010;65(12):1295–1304. doi:10.1590/S1807-5932201000120001221340218
   PubMed Web of Science ®Google Scholar
• OostveenE, MacLeodD, LorinoH, et al. The forced oscillation technique in clinical practice: methodology, recommendations and future developments. Eur Respir J. 2003;22(6):1026–1041. doi:10.1183/09031936.03.0008940314680096
   PubMed Web of Science ®Google Scholar
• SuZQ, GuanWJ, LiSY, et al. Significances of spirometry and impulse oscillometry for detecting small airway disorders assessed with endobronchial optical coherence tomography in COPD. Int J Chron Obstruct Pulmon Dis. 2018;13:3031–3044. doi:10.2147/COPD.S17263930319251
   PubMed Web of Science ®Google Scholar
• StockleyJA, CooperBG, StockleyRA, SapeyE. Small airways disease: time for a revisit? Int J Chron Obstruct Pulmon Dis. 2017;12:2343–2353. doi:10.2147/COPD.S13854028848335
   PubMed Web of Science ®Google Scholar
• DellacaRL, DuffyN, PompilioPP, et al. Expiratory flow limitation detected by forced oscillation and negative expiratory pressure. Eur Respir J. 2007;29(2):363–374. doi:10.1183/09031936.0003800617079262
   PubMed Web of Science ®Google Scholar
• LimaAN, FariaAC, LopesAJ, JansenJM, MeloPL. Forced oscillations and respiratory system modeling in adults with cystic fibrosis. Biomed Eng Online. 2015;14:11.25889005
   PubMed Web of Science ®Google Scholar
• DellacàRL, SantusP, AlivertiA, et al. Detection of expiratory flow limitation in COPD using the forced oscillation technique. Eur Respir J. 2004;23(2):232–240. doi:10.1183/09031936.04.0004680414979497
   PubMed Web of Science ®Google Scholar
• KaczkaDW, DellacaRL. Oscillation mechanics of the respiratory system: applications to lung disease. Crit Rev Biomed Eng. 2011;39(4):337–359. doi:10.1615/CritRevBiomedEng.v39.i4.6022011237
   PubMedGoogle Scholar
• FariaACD, CarvalhoARS, GuimaraesARM, LopesAJ, MeloPL. Association of respiratory integer and fractional-order models with structural abnormalities in silicosis. Comput Methods Programs Biomed. 2019;172:53–63. doi:10.1016/j.cmpb.2019.02.00330902127
   PubMed Web of Science ®Google Scholar
• ElbehairyAF, GuenetteJA, FaisalA, et al. Mechanisms of exertional dyspnoea in symptomatic smokers without COPD. Eur Respir J. 2016;48(3):694–705. doi:10.1183/13993003.00077-201627492828
   PubMed Web of Science ®Google Scholar
• AmaralJL, LopesAJ, JansenJM, FariaAC, MeloPL. Machine learning algorithms and forced oscillation measurements applied to the automatic identification of chronic obstructive pulmonary disease. Comput Methods Programs Biomed. 2012;105(3):183–193.22018532
   PubMed Web of Science ®Google Scholar
• MiyoshiS, KatayamaH, MatsubaraM, KatoT, HamaguchiN, YamaguchiO. Prediction of spirometric indices using forced oscillometric indices in patients with asthma, COPD, and interstitial lung disease. Int J Chron Obstruct Pulmon Dis. 2020;15:1565–1575. doi:10.2147/COPD.S25008032669842
   PubMed Web of Science ®Google Scholar
• MarinhoCL, MaioliMCP, AmaralJ, LopesAJ, MeloPL. Respiratory resistance and reactance in adults with sickle cell anemia: part 2-Fractional-order modeling and a clinical decision support system for the diagnosis of respiratory disorders. PLoS One. 2019;14(3):e0213257. doi:10.1371/journal.pone.021325730845242
   PubMed Web of Science ®Google Scholar
• BickelhauptS, SteudleF, PaechD, et al. On a fractional order calculus model in diffusion weighted breast imaging to differentiate between malignant and benign breast lesions detected on X-ray screening mammography. PLoS One. 2017;12(4):e0176077. doi:10.1371/journal.pone.017607728453516
   PubMed Web of Science ®Google Scholar
• SinkusR, SiegmannK, XydeasT, TanterM, ClaussenC, FinkM. MR elastography of breast lesions: understanding the solid/liquid duality can improve the specificity of contrast-enhanced MR mammography. Magn Reson Med. 2007;58(6):1135–1144. doi:10.1002/mrm.2140417969009
   PubMed Web of Science ®Google Scholar
• WuJX, LiCM, ChenGC, HoYR, LinCH. Peripheral arterial disease screening for hemodialysis patients using a fractional-order integrator and transition probability decision-making model. IET Syst Biol. 2017;11(2):69–76.28476975
   PubMed Web of Science ®Google Scholar
• SuiY, WangH, LiuG, et al. Differentiation of low- and high-grade pediatric brain tumors with high b-value diffusion-weighted MR imaging and a fractional order calculus model. Radiology. 2015;277(2):489–496. doi:10.1148/radiol.201514215626035586
   PubMed Web of Science ®Google Scholar
• Jan MuchaJ, MekyskaJ, GalazZ, et al. Identification and monitoring of parkinson’s disease dysgraphia based on fractional-order derivatives of online handwriting. Appl Sci. 2018;8:2566–2584. doi:10.3390/app8122566
   Google Scholar
• PangCS, ChenM, HuJ, WenFQ, PangCMC. Diagnostic value of oscillation technique for chronic obstructive pulmonary disease. Curr Sci. 2015;109(9):1697–1703. doi:10.18520/cs/v109/i9/1697-1703
   Web of Science ®Google Scholar
• TseHN, TsengCZ, WongKY, YeeKS, NgLY. Accuracy of forced oscillation technique to assess lung function in geriatric COPD population. Int J Chron Obstruct Pulmon Dis. 2016;11:1105–1118. doi:10.2147/COPD.S10222227307726
   PubMed Web of Science ®Google Scholar
• FariaACD. Forced oscillation technique in the detection of smoking-induced respiratory changes In: HudakRP, MajernikM, editors. Biomedical Engineering - Technical Applications in Medicine. Vol. 1 Croatia: InTech; 2012.
   Google Scholar
• Perez-AlbaE, Nuzzolo-ShihadehL, Espinosa-MoraJE, Camacho-OrtizA. Use of self-administered surveys through QR code and same center telemedicine in a walk-in clinic in the era of COVID-19. J Am Me Informatics Association. 2020;27:985–986. doi:10.1093/jamia/ocaa054
   PubMed Web of Science ®Google Scholar