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Erschienen in: European Radiology 11/2016

12.02.2016 | Chest

Diffusion weighted imaging in cystic fibrosis disease: beyond morphological imaging

verfasst von: Pierluigi Ciet, Goffredo Serra, Eleni Rosalina Andrinopoulou, Silvia Bertolo, Mirco Ros, Carlo Catalano, Stefano Colagrande, Harm A. W. M. Tiddens, Giovanni Morana

Erschienen in: European Radiology | Ausgabe 11/2016

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Abstract

Objectives

To explore the feasibility of diffusion-weighted imaging (DWI) to assess inflammatory lung changes in patients with Cystic Fibrosis (CF)

Methods

CF patients referred for their annual check-up had spirometry, chest-CT and MRI on the same day. MRI was performed in a 1.5 T scanner with BLADE and EPI-DWI sequences (b = 0–600 s/mm2). End-inspiratory and end-expiratory scans were acquired in multi-row scanners. DWI was scored with an established semi-quantitative scoring system. DWI score was correlated to CT sub-scores for bronchiectasis (CF-CTBE), mucus (CF-CTmucus), total score (CF-CTtotal-score), FEV1, and BMI. T-test was used to assess differences between patients with and without DWI-hotspots.

Results

Thirty-three CF patients were enrolled (mean 21 years, range 6–51, 19 female). 4 % (SD 2.6, range 1.5-12.9) of total CF-CT alterations presented DWI-hotspots. DWI-hotspots coincided with mucus plugging (60 %), consolidation (30 %) and bronchiectasis (10 %). DWItotal-score correlated (all p < 0.0001) positively to CF-CTBE (r = 0.757), CF-CTmucus (r = 0.759) and CF-CTtotal-score (r = 0.79); and negatively to FEV1 (r = 0.688). FEV1 was significantly higher (p < 0.0001) in patients without DWI-hotspots.

Conclusions

DWI-hotspots strongly correlated with radiological and clinical parameters of lung disease severity. Future validation studies are needed to establish the exact nature of DWI-hotspots in CF patients.

Key Points

DWI hotspots only partly overlapped structural abnormalities on morphological imaging
DWI strongly correlated with radiological and clinical indicators of CF-disease severity
Patients with more DWI hotspots had lower lung function values
Mucus score best predicted the presence of DWI-hotspots with restricted diffusion.
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Literatur
1.
Zurück zum Zitat Tiddens HAWM, Donaldson SH, Rosenfeld M, Paré PD (2010) Cystic fibrosis lung disease starts in the small airways: can we treat it more effectively? Pediatr Pulmonol 45:107–117CrossRefPubMed Tiddens HAWM, Donaldson SH, Rosenfeld M, Paré PD (2010) Cystic fibrosis lung disease starts in the small airways: can we treat it more effectively? Pediatr Pulmonol 45:107–117CrossRefPubMed
2.
Zurück zum Zitat Loeve M, Gerbrands K, Hop WC et al (2011) Bronchiectasis and pulmonary exacerbations in children and young adults with cystic fibrosis. Chest 140:178–185CrossRefPubMed Loeve M, Gerbrands K, Hop WC et al (2011) Bronchiectasis and pulmonary exacerbations in children and young adults with cystic fibrosis. Chest 140:178–185CrossRefPubMed
3.
Zurück zum Zitat Conway S, Balfour-Lynn IM, De Rijcke K et al (2014) European cystic fibrosis society standards of care: framework for the cystic fibrosis centre. J Cyst Fibros 13:S3–S22CrossRefPubMed Conway S, Balfour-Lynn IM, De Rijcke K et al (2014) European cystic fibrosis society standards of care: framework for the cystic fibrosis centre. J Cyst Fibros 13:S3–S22CrossRefPubMed
4.
Zurück zum Zitat Grasemann H, Ratjen F (2013) Early lung disease in cystic fibrosis. Lancet Respir Med 1:148–157CrossRefPubMed Grasemann H, Ratjen F (2013) Early lung disease in cystic fibrosis. Lancet Respir Med 1:148–157CrossRefPubMed
5.
Zurück zum Zitat Eichinger M, Heussel C-P, Kauczor H-U et al (2010) Computed tomography and magnetic resonance imaging in cystic fibrosis lung disease. J Magn Reson Imaging 32:1370–1378CrossRefPubMed Eichinger M, Heussel C-P, Kauczor H-U et al (2010) Computed tomography and magnetic resonance imaging in cystic fibrosis lung disease. J Magn Reson Imaging 32:1370–1378CrossRefPubMed
6.
Zurück zum Zitat Loeve M, Hop WCJ, De Bruijne M et al (2012) Chest computed tomography scores are predictive of survival in patients with cystic fibrosis awaiting lung transplantation. Am J Respir Crit Care Med 185:1096–1103CrossRefPubMed Loeve M, Hop WCJ, De Bruijne M et al (2012) Chest computed tomography scores are predictive of survival in patients with cystic fibrosis awaiting lung transplantation. Am J Respir Crit Care Med 185:1096–1103CrossRefPubMed
7.
Zurück zum Zitat Kuo W, Ciet P, Tiddens HAWM et al (2014) Monitoring cystic fibrosis lung disease by computed tomography. Radiation risk in perspective. Am J Respir Crit Care Med 189:1328–1336CrossRefPubMed Kuo W, Ciet P, Tiddens HAWM et al (2014) Monitoring cystic fibrosis lung disease by computed tomography. Radiation risk in perspective. Am J Respir Crit Care Med 189:1328–1336CrossRefPubMed
8.
Zurück zum Zitat Wielpütz MO, Eichinger M, Puderbach M (2013) Magnetic resonance imaging of cystic fibrosis lung disease. J Thorac Imaging 28:151–159CrossRefPubMed Wielpütz MO, Eichinger M, Puderbach M (2013) Magnetic resonance imaging of cystic fibrosis lung disease. J Thorac Imaging 28:151–159CrossRefPubMed
9.
Zurück zum Zitat Failo R, Wielopolski PA, Tiddens HAWM et al (2009) Lung morphology assessment using MRI: a robust ultra-short TR/TE 2D steady state free precession sequence used in cystic fibrosis patients. Magn Reson Med 61:299–306CrossRefPubMed Failo R, Wielopolski PA, Tiddens HAWM et al (2009) Lung morphology assessment using MRI: a robust ultra-short TR/TE 2D steady state free precession sequence used in cystic fibrosis patients. Magn Reson Med 61:299–306CrossRefPubMed
11.
Zurück zum Zitat Ma W, Sheikh K, Svenningsen S et al (2015) Ultra-short echo-time pulmonary MRI: Evaluation and reproducibility in COPD subjects with and without bronchiectasis. J Magn Reson Imaging 41:1465–1474CrossRefPubMed Ma W, Sheikh K, Svenningsen S et al (2015) Ultra-short echo-time pulmonary MRI: Evaluation and reproducibility in COPD subjects with and without bronchiectasis. J Magn Reson Imaging 41:1465–1474CrossRefPubMed
12.
Zurück zum Zitat Dournes G, Grodzki D, Macey J et al (2015) Quiet submillimeter MR imaging of the lung is feasible with a PETRA sequence at 1.5 T. Radiology 276:258–265CrossRefPubMed Dournes G, Grodzki D, Macey J et al (2015) Quiet submillimeter MR imaging of the lung is feasible with a PETRA sequence at 1.5 T. Radiology 276:258–265CrossRefPubMed
13.
Zurück zum Zitat Tiddens HAWM, Stick SM, Wild JM et al (2015) Respiratory tract exacerbations revisited: ventilation, inflammation, perfusion, and structure (VIPS) monitoring to redefine treatment. Pediatr Pulmonol 50:S57–S65CrossRefPubMed Tiddens HAWM, Stick SM, Wild JM et al (2015) Respiratory tract exacerbations revisited: ventilation, inflammation, perfusion, and structure (VIPS) monitoring to redefine treatment. Pediatr Pulmonol 50:S57–S65CrossRefPubMed
14.
Zurück zum Zitat Bauman G, Puderbach M, Heimann T et al (2013) Validation of fourier decomposition MRI with dynamic contrast-enhanced MRI using visual and automated scoring of pulmonary perfusion in young cystic fibrosis patients. Eur J Radiol 82:2371–2377CrossRefPubMed Bauman G, Puderbach M, Heimann T et al (2013) Validation of fourier decomposition MRI with dynamic contrast-enhanced MRI using visual and automated scoring of pulmonary perfusion in young cystic fibrosis patients. Eur J Radiol 82:2371–2377CrossRefPubMed
15.
Zurück zum Zitat van Beek EJR, Hill C, Woodhouse N et al (2007) Assessment of lung disease in children with cystic fibrosis using hyperpolarized 3-Helium MRI: comparison with shwachman score, chrispin-Norman score and spirometry. Eur Radiol 17:1018–1024CrossRefPubMed van Beek EJR, Hill C, Woodhouse N et al (2007) Assessment of lung disease in children with cystic fibrosis using hyperpolarized 3-Helium MRI: comparison with shwachman score, chrispin-Norman score and spirometry. Eur Radiol 17:1018–1024CrossRefPubMed
16.
Zurück zum Zitat Stadler A, Stiebellehner L, Jakob PM et al (2007) Quantitative and o(2) enhanced MRI of the pathologic lung: findings in emphysema, fibrosis, and cystic fibrosis. Int J Biomed Imaging 2007:23624CrossRefPubMedPubMedCentral Stadler A, Stiebellehner L, Jakob PM et al (2007) Quantitative and o(2) enhanced MRI of the pathologic lung: findings in emphysema, fibrosis, and cystic fibrosis. Int J Biomed Imaging 2007:23624CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Attariwala R, Picker W (2013) Whole body MRI: improved lesion detection and characterization with diffusion weighted techniques. J Magn Reson Imaging 38:253–268CrossRefPubMedPubMedCentral Attariwala R, Picker W (2013) Whole body MRI: improved lesion detection and characterization with diffusion weighted techniques. J Magn Reson Imaging 38:253–268CrossRefPubMedPubMedCentral
19.
Zurück zum Zitat Luna A, Sánchez-Gonzalez J, Caro P (2011) Diffusion-weighted imaging of the chest. Magn Reson Imaging Clin N Am 19:69–94CrossRefPubMed Luna A, Sánchez-Gonzalez J, Caro P (2011) Diffusion-weighted imaging of the chest. Magn Reson Imaging Clin N Am 19:69–94CrossRefPubMed
20.
Zurück zum Zitat Gaviani P, Schwartz RB, Hedley-Whyte ET et al (2005) Diffusion-weighted imaging of fungal cerebral infection. Am J Neuroradiol 26:1115–1121PubMed Gaviani P, Schwartz RB, Hedley-Whyte ET et al (2005) Diffusion-weighted imaging of fungal cerebral infection. Am J Neuroradiol 26:1115–1121PubMed
21.
Zurück zum Zitat Moritani T, Kim J, Capizzano AA et al (2014) Pyogenic and non-pyogenic spinal infections: emphasis on diffusion-weighted imaging for the detection of abscesses and pus collections. Br J Radiol 87:20140011CrossRefPubMedPubMedCentral Moritani T, Kim J, Capizzano AA et al (2014) Pyogenic and non-pyogenic spinal infections: emphasis on diffusion-weighted imaging for the detection of abscesses and pus collections. Br J Radiol 87:20140011CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Qi J, Olsen NJ, Price RR et al (2008) Diffusion-weighted imaging of inflammatory myopathies: polymyositis and dermatomyositis. J Magn Reson Imaging 27:212–217CrossRefPubMed Qi J, Olsen NJ, Price RR et al (2008) Diffusion-weighted imaging of inflammatory myopathies: polymyositis and dermatomyositis. J Magn Reson Imaging 27:212–217CrossRefPubMed
23.
Zurück zum Zitat Ream JM, Dillman JR, Adler J et al (2013) MRI diffusion-weighted imaging (DWI) in pediatric small bowel Crohn disease: correlation with MRI findings of active bowel wall inflammation. Pediatr Radiol 43:1077–1085CrossRefPubMed Ream JM, Dillman JR, Adler J et al (2013) MRI diffusion-weighted imaging (DWI) in pediatric small bowel Crohn disease: correlation with MRI findings of active bowel wall inflammation. Pediatr Radiol 43:1077–1085CrossRefPubMed
24.
Zurück zum Zitat Miller MR, Hankinson J, Brusasco V et al (2005) Standardisation of spirometry. Eur Respir J 26:319–338CrossRefPubMed Miller MR, Hankinson J, Brusasco V et al (2005) Standardisation of spirometry. Eur Respir J 26:319–338CrossRefPubMed
25.
Zurück zum Zitat Tepper LA, Ciet P, Caudri D et al (2015) Validating chest MRI to detect and monitor cystic fibrosis lung disease in a pediatric cohort. Pediatr Pulmonol. doi:10.1002/ppul.23328 Tepper LA, Ciet P, Caudri D et al (2015) Validating chest MRI to detect and monitor cystic fibrosis lung disease in a pediatric cohort. Pediatr Pulmonol. doi:10.​1002/​ppul.​23328
26.
Zurück zum Zitat Tepper LA, Utens EMWJ, Caudri D et al (2013) Impact of bronchiectasis and trapped air on quality of life and exacerbations in cystic fibrosis. Eur Respir J 42:371–379CrossRefPubMed Tepper LA, Utens EMWJ, Caudri D et al (2013) Impact of bronchiectasis and trapped air on quality of life and exacerbations in cystic fibrosis. Eur Respir J 42:371–379CrossRefPubMed
27.
Zurück zum Zitat Liu H, Liu Y, Yu T, Ye N (2010) Usefulness of diffusion-weighted MR imaging in the evaluation of pulmonary lesions. Eur Radiol 20:807–815CrossRefPubMed Liu H, Liu Y, Yu T, Ye N (2010) Usefulness of diffusion-weighted MR imaging in the evaluation of pulmonary lesions. Eur Radiol 20:807–815CrossRefPubMed
28.
Zurück zum Zitat Tanaka R, Horikoshi H, Nakazato Y et al (2009) Magnetic resonance imaging in peripheral lung adenocarcinoma: correlation with histopathologic features. J Thorac Imaging 24:4–9CrossRefPubMed Tanaka R, Horikoshi H, Nakazato Y et al (2009) Magnetic resonance imaging in peripheral lung adenocarcinoma: correlation with histopathologic features. J Thorac Imaging 24:4–9CrossRefPubMed
29.
Zurück zum Zitat Uto T, Takehara Y, Nakamura Y et al (2009) Higher sensitivity and specificity for diffusion-weighted imaging of malignant lung lesions without apparent diffusion coefficient quantification. Radiology 252:247–254CrossRefPubMed Uto T, Takehara Y, Nakamura Y et al (2009) Higher sensitivity and specificity for diffusion-weighted imaging of malignant lung lesions without apparent diffusion coefficient quantification. Radiology 252:247–254CrossRefPubMed
30.
Zurück zum Zitat Cohen J (1988) Statistical power analysis for the behavioral sciences, 2 edn. Routledge Cohen J (1988) Statistical power analysis for the behavioral sciences, 2 edn. Routledge
32.
Zurück zum Zitat Burnham KP (2004) Multimodel Inference: understanding AIC and BIC in model selection. Sociol Methods Res 33:261–304CrossRef Burnham KP (2004) Multimodel Inference: understanding AIC and BIC in model selection. Sociol Methods Res 33:261–304CrossRef
33.
Zurück zum Zitat Deng Y, Li X, Lei Y, Liang C, Liu Z (2015) Use of diffusion-weighted magnetic resonance imaging to distinguish between lung cancer and focal inflammatory lesions: a comparison of intravoxel incoherent motion derived parameters and apparent diffusion coefficient. Acta Radiol 1–8. doi:10.1177/0284185115586091 Deng Y, Li X, Lei Y, Liang C, Liu Z (2015) Use of diffusion-weighted magnetic resonance imaging to distinguish between lung cancer and focal inflammatory lesions: a comparison of intravoxel incoherent motion derived parameters and apparent diffusion coefficient. Acta Radiol 1–8. doi:10.​1177/​0284185115586091​
34.
Zurück zum Zitat Le Bihan D (2008) Intravoxel incoherent motion perfusion MR imaging: a wake-up call. Radiology 249:748–752CrossRefPubMed Le Bihan D (2008) Intravoxel incoherent motion perfusion MR imaging: a wake-up call. Radiology 249:748–752CrossRefPubMed
35.
Zurück zum Zitat Chavhan GB, Alsabban Z, Babyn PS (2014) Diffusion-weighted imaging in pediatric body MR imaging: principles, technique, and emerging applications. Radiographics 34:E73–E88CrossRefPubMed Chavhan GB, Alsabban Z, Babyn PS (2014) Diffusion-weighted imaging in pediatric body MR imaging: principles, technique, and emerging applications. Radiographics 34:E73–E88CrossRefPubMed
Metadaten
Titel
Diffusion weighted imaging in cystic fibrosis disease: beyond morphological imaging
verfasst von
Pierluigi Ciet
Goffredo Serra
Eleni Rosalina Andrinopoulou
Silvia Bertolo
Mirco Ros
Carlo Catalano
Stefano Colagrande
Harm A. W. M. Tiddens
Giovanni Morana
Publikationsdatum
12.02.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 11/2016
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-016-4248-z

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