Computed tomography predictors of response to endobronchial valve lung reduction treatment: Comparison with Chartis

American Journal of Respiratory and Critical Care Medicine

Volumn 191, Issue 7, 2015, Pages 767-774

  Schuhmann, Maren ^a,b   Raffy, Philippe ^c   Yin, Youbing ^c   Gompelmann, Daniela ^a,b   Oguz, Ipek ^c   Eberhardt, Ralf ^a,b   Hornberg, Derek ^c   Heussel, Claus Peter ^d   Wood, Susan ^c   Herth, Felix J F ^a,b  

^a UNIVERSITY OF HEIDELBERG   (Germany)

^b German Center for Lung Research   (Germany)

^c VIDA Diagnostics Inc   (United States)

^d UNIVERSITY OF HEIDELBERG   (Germany)

Author keywords

Computed tomography lung predictors; Emphysema; Endobronchial lung volume reduction; Fissure integrity; Quantitative imaging

Indexed keywords

ADULT; ARTICLE; CHARTIS PULMONARY ASSESSMENT SYSTEM; COMPUTED TOMOGRAPHY SCANNER; COMPUTER ASSISTED TOMOGRAPHY; EMPHYSEMA; ENDOBRONCHIAL VALVE LUNG VOLUME REDUCTION; EPSTEIN BARR VIRUS; FEMALE; FOLLOW UP; HUMAN; IMAGE ANALYSIS; IMAGING SOFTWARE; INVASIVE PROCEDURE; LUNG EXAMINATION; LUNG RESECTION; MAJOR CLINICAL STUDY; MALE; OUTCOME ASSESSMENT; PATIENT SELECTION; PREDICTIVE VALUE; PRIORITY JOURNAL; RESPIRATORY THERAPEUTIC DEVICE; RETROSPECTIVE STUDY; SENSITIVITY AND SPECIFICITY; TREATMENT RESPONSE; VOLUMETRY; AGED; COMPARATIVE STUDY; EVALUATION STUDY; MIDDLE AGED; PULMONARY EMPHYSEMA; PULMONARY VALVE; RADIOGRAPHY; REHABILITATION; TREATMENT OUTCOME;

AGED; FEMALE; HUMANS; MALE; MIDDLE AGED; PNEUMONECTOMY; PREDICTIVE VALUE OF TESTS; PULMONARY EMPHYSEMA; PULMONARY VALVE; RETROSPECTIVE STUDIES; TOMOGRAPHY, X-RAY COMPUTED; TREATMENT OUTCOME;

EID: 84926626183     PISSN: 1073449X     EISSN: 15354970     Source Type: Journal    
DOI: 10.1164/rccm.201407-1205OC     Document Type: Article

References (41)

1. Sciurba FC, Ernst A, Herth FJF, Strange C, Criner GJ, Marquette CH, Kovitz KL, Chiacchierini RP, Goldin J, McLennan G; VENT Study Research Group. A randomized study of endobronchial valves for advanced emphysema. N Engl J Med 2010;363:1233-1244.
2. Snell GI, Holsworth L, Borrill ZL, Thomson KR, Kalff V, Smith JA, Williams TJ. The potential for bronchoscopic lung volume reduction using bronchial prostheses: a pilot study. Chest 2003;124:1073-1080.
3. Ingenito EP, Wood DE, Utz JP. Bronchoscopic lung volume reduction in severe emphysema. Proc Am Thorac Soc 2008;5:454-460.
4. Wan IY, Toma TP, Geddes DM, Snell G, Williams T, Venuta F, Yim APC. Bronchoscopic lung volume reduction for end-stage emphysema: report on the first 98 patients. Chest 2006;129:518-526.
5. McKenna RJ Jr, Brenner M, Fischel RJ, Singh N, Yoong B, Gelb AF, Osann KE. Patient selection criteria for lung volume reduction surgery. J Thorac Cardiovasc Surg 1997;114:957-964, discussion 964-967.
6. Herth FJF, Noppen M, Valipour A, Leroy S, Vergnon JM, Ficker JH, Egan JJ, Gasparini S, Agusti C, Holmes-Higgin D, et al.; International VENT Study Group. Efficacy predictors of lung volume reduction with Zephyr valves in a European cohort. Eur Respir J 2012;39:1334-1342.
7. Pu J, Wang Z, Gu S, Fuhrmann C, Leader JK, Meng X, Tedrow J, Scuirba F. Pulmonary fissure integrity and collateral ventilation in COPD patients. PLoS One 9:e96631.
8. Reymond E, Jankowski A, Pison C, Bosson JL, Prieur M, Aniwidyaningsih W, Ferretti GR. Prediction of lobar collateral ventilation in 25 patients with severe emphysema by fissure analysis with CT. AJR Am J Roentgenol 2013;201:W571-575.
9. Cetti EJ, Moore AJ, Geddes DM. Collateral ventilation. Thorax 2006;61:371-373.
10. Anile M, Diso D, Venuta F. Assessment of intraparenchymal lung collateral ventilation. Thorax 2012;67:1111, author reply 1111.
11. Mantri S, Macaraeg C, Shetty S, Aljuri N, Freitag L, Herth F, Eberhardt R, Ernst A. Technical advances: measurement of collateral flow in the lung with a dedicated endobronchial catheter system. J Bronchology Interv Pulmonol 2009;16:141-144.
12. Gompelmann D, Eberhardt R, Michaud G, Ernst A, Herth FJF. Predicting atelectasis by assessment of collateral ventilation prior to endobronchial lung volume reduction: a feasibility study. Respiration 2010;80:419-425.
13. Herth FJF, Eberhardt R, Gompelmann D, Ficker JH, Wagner M, Ek L, Schmidt B, Slebos DJ. Radiological and clinical outcomes of using Chartis™ to plan endobronchial valve treatment. Eur Respir J 2013;41:302-308.
14. Gesierich W, Samitas K, Behr J. Determining collateral ventilation during bronchoscopy: unanswered questions. Thorax 2014;69: 289-290.
15. Herth FJF, Raffy P, Schuhmann M, Oguz I, Gompelmann D, Eberhardt R. CT predictors of response to endobronchial valve lung reduction treatment: comparison with Chartis [abstract]. Am J Respir Crit Care Med 2014;189:A2432.
16. Raffy P, Yin Y, Schuhmann M, Eberhardt R, Gompelmann D, Herth FJF. Computed tomography predictors of response to endobronchial valve treatment for lung volume reduction [abstract]. Am J Respir Crit Care Med 2014;189:A3047.
17. Hopkinson NS, Kemp SV, Toma TP, Hansell DM, Geddes DM, Shah PL, Polkey MI. Atelectasis and survival after bronchoscopic lung volume reduction for COPD. Eur Respir J 2011;37:1346-1351.
18. Valipour A, Herth FJF, Burghuber OC, Criner G, Vergnon JM, Goldin J, Sciurba F, Ernst A; VENT Study Group. Target lobe volume reduction and COPD outcome measures after endobronchial valve therapy. Eur Respir J 2014;43:387-396.
19. Gompelmann D, Eberhardt R, Slebos DJ, Brown MS, Abtin F, Kim HJ, Holmes-Higgin D, Radhakrishnan S, Herth FJ, Goldin J. Diagnostic performance comparison of the Chartis system and high-resolution computerized tomography fissure analysis for planning endoscopic lung volume reduction. Respirology 2014;19:524-530.
20. Herth FJF, Gompelmann D, Ernst A, Eberhardt R. Endoscopic lung volume reduction. Respiration 2010;79:5-13.
21. Gevenois PA, de Maertelaer V, De Vuyst P, Zanen J, Yernault JC. Comparison of computed density and macroscopic morphometry in pulmonary emphysema. Am J Respir Crit Care Med 1995;152:653-657.
22. Gevenois PA, De Vuyst P, de Maertelaer V, Zanen J, Jacobovitz D, Cosio MG, Yernault JC. Comparison of computed density and microscopic morphometry in pulmonary emphysema. Am J Respir Crit Care Med 1996;154:187-192.
23. Mishima M, Hirai T, Itoh H, Nakano Y, Sakai H, Muro S, Nishimura K, Oku Y, Chin K, Ohi M, et al. Complexity of terminal airspace geometry assessed by lung computed tomography in normal subjects and patients with chronic obstructive pulmonary disease. Proc Natl Acad Sci USA 1999;96:8829-8834.
24. Yuan R, Nagao T, Paré PD, Hogg JC, Sin DD, Elliott MW, Loy L, Xing L, Kalloger SE, English JC, et al. Quantification of lung surface area using computed tomography. Respir Res 2010;11:153.
25. Gietema HA, Müller NL, Fauerbach PVN, Sharma S, Edwards LD, Camp PG, Coxson HO; Evaluation of COPD Longitudinally to Identify Predictive Surrogate Endpoints (ECLIPSE) investigators. Quantifying the extent of emphysema: factors associated with radiologists' estimations and quantitative indices of emphysema severity using the ECLIPSE cohort. Acad Radiol 2011;18:661-671.
26. Zach JA, Tschirren J, Nambu A, Kim YI, Stinson D, Lynch DA. Correlations of CT low attenuation cluster size with visually assessed extent and pattern of emphysema [abstract]. Am J Respir Crit Care Med 2013:187:A3727.
27. Matsuoka S, Washko GR, Dransfield MT, Yamashiro T, San Jose Estepar R, Diaz A, Silverman EK, Patz S, Hatabu H. Quantitative CT measurement of cross-sectional area of small pulmonary vessel in COPD: correlations with emphysema and airflow limitation. Acad Radiol 2010;17:93-99.
28. John GH, Langley P. Estimating continuous distributions in Bayesian classifiers. In: Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence. San Mateo: Morgan Kaufmann Publishers; 1995. pp. 338-345.
29. Brown MS, Kim HJ, Abtin FG, Strange C, Galperin-Aizenberg M, Pais R, Da Costa IG, Ordookhani A, Chong D, Ni C, et al. Emphysema lung lobe volume reduction: effects on the ipsilateral and contralateral lobes. Eur Radiol 2012;22:1547-1555.
30. Ley-Zaporozhan J, Ley S, Kauczor HU. Morphological and functional imaging in COPD with CT and MRI: present and future. Eur Radiol 2008;18:510-521.
31. van Rikxoort EM, Goldin JG, Galperin-Aizenberg M, Abtin F, Kim HJ, Lu P, van Ginneken B, Shaw G, Brown MS. A method for the automatic quantification of the completeness of pulmonary fissures: evaluation in a database of subjects with severe emphysema. Eur Radiol 2012;22:302-309.
32. Pu J, Fuhrman C, Durick J, Leader JK, Klym A, Sciurba FC, Gur D. Computerized assessment of pulmonary fissure integrity using high resolution CT. Med Phys 2010;37:4661-4672.
33. Koenigkam-Santos M, Puderbach M, Gompelmann D, Eberhardt R, Herth F, Kauzcor HU, Heussel CP. Incomplete fissures in severe emphysematous patients evaluated with MDCT: incidence and interobserver agreement among radiologists and pneumologists. Eur J Radiol 2012;81:4161-4166.
34. Yin Y, Newell JD, Raffy P. Automatic quantification of lung fissure integrity in subjects with severe emphysema [abstract]. Am J Respir Crit Care Med 2013;187:A4897.
35. Cook NR. Use and misuse of the receiver operating characteristic curve in risk prediction. Circulation 2007;115:928-935.
36. Steyerberg EW, Vickers AJ, Cook NR, Gerds T, Gonen M, Obuchowski N, Pencina MJ, Kattan MW. Assessing the performance of prediction models: a framework for traditional and novel measures. Epidemiology 2010;21:128-138.
37. Pencina MJ, D'Agostino RB Sr, Demler OV. Novel metrics for evaluating improvement in discrimination: net reclassification and integrated discrimination improvement for normal variables and nested models. Stat Med 2012;31:101-113.
38. Shah PL, Herth FJF. Current status of bronchoscopic lung volume reduction with endobronchial valves. Thorax 2014;69:280-286.
39. Criminisi A, Shotton J, Konukoglu E. Decision forests: a unified framework for classification, regression, density estimation, manifold learning and semi-supervised learning. Foundations and Trends in Computer Graphics and Vision 2012;7:81-227.
40. Davey C, Zoumot Z, Jordan S, Carr DH, Polkey MI, Shah PL, Hopkinson NS. Bronchoscopic lung volume reduction with endobronchial valves for patients with heterogeneous emphysema and intact interlobar fissures (the BeLieVeR-HIFi trial): study design and rationale. Thorax [online ahead of print] 24 Mar 2014; DOI: 10.1136/thoraxjnl-2014-205127.
41. Giger ML, Chan HP, Boone J. Anniversary paper: history and status of CAD and quantitative image analysis: the role of medical physics and AAPM. Med Phys 2008;35:5799-5820.