Skip to main content
Top
Published in: European Radiology 1/2017

01-01-2017 | Chest

Use of intravoxel incoherent motion diffusion-weighted MR imaging for assessment of treatment response to invasive fungal infection in the lung

Authors: Chenggong Yan, Jun Xu, Wei Xiong, Qi Wei, Ru Feng, Yuankui Wu, Qifa Liu, Caixia Li, Queenie Chan, Yikai Xu

Published in: European Radiology | Issue 1/2017

Login to get access

Abstract

Objectives

The purpose of this study was to determine whether intravoxel incoherent motion (IVIM) –derived parameters and apparent diffusion coefficient (ADC) could act as imaging biomarkers for predicting antifungal treatment response.

Methods

Forty-six consecutive patients (mean age, 33.9 ± 13.0 y) with newly diagnosed invasive fungal infection (IFI) in the lung according to EORTC/MSG criteria were prospectively enrolled. All patients underwent diffusion-weighted magnetic resonance (MR) imaging at 3.0 T using 11 b values (0-1000 sec/mm2). ADC, pseudodiffusion coffiecient D*, perfusion fraction f, and the diffusion coefficient D were compared between patients with favourable (n=32) and unfavourable response (n=14).

Results

f values were significantly lower in the unfavourable response group (12.6%±4.4%) than in the favourable response group (30.2%±8.6%) (Z=4.989, P<0.001). However, the ADC, D, and D* were not significantly different between the two groups (P>0.05). Receiver operating characteristic curve analyses showed f to be a significant predictor for differentiation, with a sensitivity of 93.8% and a specificity of 92.9%.

Conclusions

IVIM-MRI is potentially useful in the prediction of antifungal treatment response to patients with IFI in the lung. Our results indicate that a low perfusion fraction f may be a noninvasive imaging biomarker for unfavourable response.

Key Points

Recognition of IFI indicating clinical outcome is important for treatment decision-making.
IVIM can reflect diffusion and perfusion information of IFI lesions separately.
Perfusion characteristics of IFI lesions could help differentiate treatment response.
An initial low f may predict unfavourable response in IFI.
Literature
1.
go back to reference Karthaus M, Buchheidt D (2013) Invasive aspergillosis: new insights into disease, diagnostic and treatment. Curr Pharm Des 19:3569–3594CrossRefPubMed Karthaus M, Buchheidt D (2013) Invasive aspergillosis: new insights into disease, diagnostic and treatment. Curr Pharm Des 19:3569–3594CrossRefPubMed
2.
go back to reference Maschmeyer G, Haas A, Cornely OA (2007) Invasive aspergillosis: epidemiology, diagnosis and management in immunocompromised patients. Drugs 67:1567–1601CrossRefPubMed Maschmeyer G, Haas A, Cornely OA (2007) Invasive aspergillosis: epidemiology, diagnosis and management in immunocompromised patients. Drugs 67:1567–1601CrossRefPubMed
3.
go back to reference Martin-Pena A, Aguilar-Guisado M, Espigado I, Cisneros JM (2014) Antifungal combination therapy for invasive aspergillosis. Clin Infect Dis 59:1437–1445CrossRefPubMed Martin-Pena A, Aguilar-Guisado M, Espigado I, Cisneros JM (2014) Antifungal combination therapy for invasive aspergillosis. Clin Infect Dis 59:1437–1445CrossRefPubMed
4.
go back to reference Walsh TJ, Anaissie EJ, Denning DW et al (2008) Treatment of aspergillosis: clinical practice guidelines of the Infectious Diseases Society of America. Clin Infect Dis 46:327–360CrossRefPubMed Walsh TJ, Anaissie EJ, Denning DW et al (2008) Treatment of aspergillosis: clinical practice guidelines of the Infectious Diseases Society of America. Clin Infect Dis 46:327–360CrossRefPubMed
5.
go back to reference Enoch DA, Ludlam HA, Brown NM (2006) Invasive fungal infections: a review of epidemiology and management options. J Med Microbiol 55:809–818CrossRefPubMed Enoch DA, Ludlam HA, Brown NM (2006) Invasive fungal infections: a review of epidemiology and management options. J Med Microbiol 55:809–818CrossRefPubMed
6.
go back to reference Almyroudis NG, Kontoyiannis DP, Sepkowitz KA et al (2006) Issues related to the design and interpretation of clinical trials of salvage therapy for invasive mold infection. Clin Infect Dis 43:1449–1455CrossRefPubMed Almyroudis NG, Kontoyiannis DP, Sepkowitz KA et al (2006) Issues related to the design and interpretation of clinical trials of salvage therapy for invasive mold infection. Clin Infect Dis 43:1449–1455CrossRefPubMed
7.
go back to reference Hahn-Ast C, Glasmacher A, Muckter S et al (2010) Overall survival and fungal infection-related mortality in patients with invasive fungal infection and neutropenia after myelosuppressive chemotherapy in a tertiary care centre from 1995 to 2006. J Antimicrob Chemother 65:761–768CrossRefPubMedPubMedCentral Hahn-Ast C, Glasmacher A, Muckter S et al (2010) Overall survival and fungal infection-related mortality in patients with invasive fungal infection and neutropenia after myelosuppressive chemotherapy in a tertiary care centre from 1995 to 2006. J Antimicrob Chemother 65:761–768CrossRefPubMedPubMedCentral
8.
go back to reference Bernard A, Caillot D, Couaillier JF et al (1997) Surgical management of invasive pulmonary aspergillosis in neutropenic patients. Ann Thorac Surg 64:1441–1447CrossRefPubMed Bernard A, Caillot D, Couaillier JF et al (1997) Surgical management of invasive pulmonary aspergillosis in neutropenic patients. Ann Thorac Surg 64:1441–1447CrossRefPubMed
9.
go back to reference White NS, McDonald C, Farid N et al (2014) Diffusion-weighted imaging in cancer: physical foundations and applications of restriction spectrum imaging. Cancer Res 74:4638–4652CrossRefPubMedPubMedCentral White NS, McDonald C, Farid N et al (2014) Diffusion-weighted imaging in cancer: physical foundations and applications of restriction spectrum imaging. Cancer Res 74:4638–4652CrossRefPubMedPubMedCentral
10.
go back to reference Le Bihan D, Breton E, Lallemand D et al (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161:401–407CrossRefPubMed Le Bihan D, Breton E, Lallemand D et al (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161:401–407CrossRefPubMed
12.
go back to reference Joo I, Lee JM, Han JK, Choi BI (2014) Intravoxel incoherent motion diffusion-weighted MR imaging for monitoring the therapeutic efficacy of the vascular disrupting agent CKD-516 in rabbit VX2 liver tumors. Radiology 272:417–426CrossRefPubMed Joo I, Lee JM, Han JK, Choi BI (2014) Intravoxel incoherent motion diffusion-weighted MR imaging for monitoring the therapeutic efficacy of the vascular disrupting agent CKD-516 in rabbit VX2 liver tumors. Radiology 272:417–426CrossRefPubMed
13.
go back to reference Hauser T, Essig M, Jensen A et al (2014) Prediction of treatment response in head and neck carcinomas using IVIM-DWI: Evaluation of lymph node metastasis. Eur J Radiol 83:783–787CrossRefPubMed Hauser T, Essig M, Jensen A et al (2014) Prediction of treatment response in head and neck carcinomas using IVIM-DWI: Evaluation of lymph node metastasis. Eur J Radiol 83:783–787CrossRefPubMed
14.
go back to reference Sieren JC, Ohno Y, Koyama H, Sugimura K, McLennan G (2010) Recent technological and application developments in computed tomography and magnetic resonance imaging for improved pulmonary nodule detection and lung cancer staging. J Magn Reson Imaging 32:1353–1369CrossRefPubMedPubMedCentral Sieren JC, Ohno Y, Koyama H, Sugimura K, McLennan G (2010) Recent technological and application developments in computed tomography and magnetic resonance imaging for improved pulmonary nodule detection and lung cancer staging. J Magn Reson Imaging 32:1353–1369CrossRefPubMedPubMedCentral
15.
go back to reference Wang LL, Lin J, Liu K et al (2014) Intravoxel incoherent motion diffusion-weighted MR imaging in differentiation of lung cancer from obstructive lung consolidation: comparison and correlation with pharmacokinetic analysis from dynamic contrast-enhanced MR imaging. Eur Radiol 24:1914–1922CrossRefPubMed Wang LL, Lin J, Liu K et al (2014) Intravoxel incoherent motion diffusion-weighted MR imaging in differentiation of lung cancer from obstructive lung consolidation: comparison and correlation with pharmacokinetic analysis from dynamic contrast-enhanced MR imaging. Eur Radiol 24:1914–1922CrossRefPubMed
16.
go back to reference Carinci F, Meyer C, Phys D et al (2015) Blood volume fraction imaging of the human lung using intravoxel incoherent motion. J Magn Reson Imaging 41:1454–1464CrossRefPubMed Carinci F, Meyer C, Phys D et al (2015) Blood volume fraction imaging of the human lung using intravoxel incoherent motion. J Magn Reson Imaging 41:1454–1464CrossRefPubMed
17.
go back to reference De Pauw B, Walsh TJ, Donnelly JP et al (2008) Revised definitions of invasive fungal disease from the European Organization for Research and Treatment of Cancer/Invasive Fungal Infections Cooperative Group and the National Institute of Allergy and Infectious Diseases Mycoses Study Group (EORTC/MSG) Consensus Group. Clin Infect Dis 46:1813–1821CrossRefPubMedPubMedCentral De Pauw B, Walsh TJ, Donnelly JP et al (2008) Revised definitions of invasive fungal disease from the European Organization for Research and Treatment of Cancer/Invasive Fungal Infections Cooperative Group and the National Institute of Allergy and Infectious Diseases Mycoses Study Group (EORTC/MSG) Consensus Group. Clin Infect Dis 46:1813–1821CrossRefPubMedPubMedCentral
18.
go back to reference Hauser T, Essig M, Jensen A et al (2013) Characterization and therapy monitoring of head and neck carcinomas using diffusion-imaging-based intravoxel incoherent motion parameters-preliminary results. Neuroradiology 55:527–536CrossRefPubMed Hauser T, Essig M, Jensen A et al (2013) Characterization and therapy monitoring of head and neck carcinomas using diffusion-imaging-based intravoxel incoherent motion parameters-preliminary results. Neuroradiology 55:527–536CrossRefPubMed
19.
go back to reference Deng Y, Li XC, Lei YX, Liang CH, Liu ZY (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. doi:10.1177/0284185115586091 Deng Y, Li XC, Lei YX, Liang CH, Liu ZY (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. doi:10.​1177/​0284185115586091​
20.
go back to reference Lee EY, Yu X, Chu MM et al (2014) Perfusion and diffusion characteristics of cervical cancer based on intraxovel incoherent motion MR imaging-a pilot study. Eur Radiol 24:1506–1513CrossRefPubMed Lee EY, Yu X, Chu MM et al (2014) Perfusion and diffusion characteristics of cervical cancer based on intraxovel incoherent motion MR imaging-a pilot study. Eur Radiol 24:1506–1513CrossRefPubMed
21.
go back to reference Freifeld AG, Bow EJ, Sepkowitz KA et al (2011) Clinical practice guideline for the use of antimicrobial agents in neutropenic patients with cancer: 2010 update by the infectious diseases society of America. Clin Infect Dis 52:56–93CrossRef Freifeld AG, Bow EJ, Sepkowitz KA et al (2011) Clinical practice guideline for the use of antimicrobial agents in neutropenic patients with cancer: 2010 update by the infectious diseases society of America. Clin Infect Dis 52:56–93CrossRef
22.
go back to reference Denning DW, Ribaud P, Milpied N et al (2002) Efficacy and safety of voriconazole in the treatment of acute invasive aspergillosis. Clin Infect Dis 34:563–571CrossRefPubMed Denning DW, Ribaud P, Milpied N et al (2002) Efficacy and safety of voriconazole in the treatment of acute invasive aspergillosis. Clin Infect Dis 34:563–571CrossRefPubMed
23.
go back to reference Yan C, Tan X, Wei Q et al (2015) Lung MRI of invasive fungal infection at 3 Tesla: evaluation of five different pulse sequences and comparison with multidetector computed tomography (MDCT). Eur Radiol 25:550–557CrossRefPubMed Yan C, Tan X, Wei Q et al (2015) Lung MRI of invasive fungal infection at 3 Tesla: evaluation of five different pulse sequences and comparison with multidetector computed tomography (MDCT). Eur Radiol 25:550–557CrossRefPubMed
24.
go back to reference Lim C, Seo JB, Park SY et al (2012) Analysis of initial and follow-up CT findings in patients with invasive pulmonary aspergillosis after solid organ transplantation. Clin Radiol 67:1179–1186CrossRefPubMed Lim C, Seo JB, Park SY et al (2012) Analysis of initial and follow-up CT findings in patients with invasive pulmonary aspergillosis after solid organ transplantation. Clin Radiol 67:1179–1186CrossRefPubMed
25.
go back to reference Doblas S, Wagner M, Leitao HS et al (2013) Determination of malignancy and characterization of hepatic tumor type with diffusion-weighted magnetic resonance imaging: comparison of apparent diffusion coefficient and intravoxel incoherent motion-derived measurements. Invest Radiol 48:722–728CrossRefPubMed Doblas S, Wagner M, Leitao HS et al (2013) Determination of malignancy and characterization of hepatic tumor type with diffusion-weighted magnetic resonance imaging: comparison of apparent diffusion coefficient and intravoxel incoherent motion-derived measurements. Invest Radiol 48:722–728CrossRefPubMed
26.
go back to reference Pang Y, Turkbey B, Bernardo M et al (2013) Intravoxel incoherent motion MR imaging for prostate cancer: an evaluation of perfusion fraction and diffusion coefficient derived from different b-value combinations. Magn Reson Med 69:553–562CrossRefPubMed Pang Y, Turkbey B, Bernardo M et al (2013) Intravoxel incoherent motion MR imaging for prostate cancer: an evaluation of perfusion fraction and diffusion coefficient derived from different b-value combinations. Magn Reson Med 69:553–562CrossRefPubMed
27.
go back to reference Zhang Z, Yuan Q, Zhou H et al (2015) Assessment of tumor response to oxygen challenge using quantitative diffusion MRI in an animal model. J Magn Reson Imaging. doi:10.1002/jmri.24914 Zhang Z, Yuan Q, Zhou H et al (2015) Assessment of tumor response to oxygen challenge using quantitative diffusion MRI in an animal model. J Magn Reson Imaging. doi:10.​1002/​jmri.​24914
28.
go back to reference Le Bihan D, Breton E, Lallemand D et al (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505CrossRefPubMed Le Bihan D, Breton E, Lallemand D et al (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505CrossRefPubMed
30.
go back to reference Zhang SX, Jia QJ, Zhang ZP et al (2014) Intravoxel incoherent motion MRI: emerging applications for nasopharyngeal carcinoma at the primary site. Eur Radiol 24:1998–2004CrossRefPubMedPubMedCentral Zhang SX, Jia QJ, Zhang ZP et al (2014) Intravoxel incoherent motion MRI: emerging applications for nasopharyngeal carcinoma at the primary site. Eur Radiol 24:1998–2004CrossRefPubMedPubMedCentral
31.
go back to reference Yamada I, Aung W, Himeno Y, Nakagawa T, Shibuya H (1999) Diffusion coefficients in abdominal organs and hepatic lesions: evaluation with intravoxel incoherent motion echo-planar MR imaging. Radiology 210:617–623CrossRefPubMed Yamada I, Aung W, Himeno Y, Nakagawa T, Shibuya H (1999) Diffusion coefficients in abdominal organs and hepatic lesions: evaluation with intravoxel incoherent motion echo-planar MR imaging. Radiology 210:617–623CrossRefPubMed
32.
go back to reference Hwang EJ, Lee JM, Yoon JH et al (2014) Intravoxel incoherent motion diffusion-weighted imaging of pancreatic neuroendocrine tumors: prediction of the histologic grade using pure diffusion coefficient and tumor size. Invest Radiol 49:396–402CrossRefPubMed Hwang EJ, Lee JM, Yoon JH et al (2014) Intravoxel incoherent motion diffusion-weighted imaging of pancreatic neuroendocrine tumors: prediction of the histologic grade using pure diffusion coefficient and tumor size. Invest Radiol 49:396–402CrossRefPubMed
33.
go back to reference Bisdas S, Koh TS, Roder C et al (2013) Intravoxel incoherent motion diffusion-weighted MR imaging of gliomas: feasibility of the method and initial results. Neuroradiology 55:1189–1196CrossRefPubMed Bisdas S, Koh TS, Roder C et al (2013) Intravoxel incoherent motion diffusion-weighted MR imaging of gliomas: feasibility of the method and initial results. Neuroradiology 55:1189–1196CrossRefPubMed
34.
go back to reference Yuan M, Zhang YD, Zhu C et al (2015) Comparison of intravoxel incoherent motion diffusion- weighted MR imaging with dynamic contrast -enhanced MRI for differentiating lung cancer from benign solitay pulmonary lesions. J Magn Reson Imaging. doi:10.1002/jmri.25018 PubMedCentral Yuan M, Zhang YD, Zhu C et al (2015) Comparison of intravoxel incoherent motion diffusion- weighted MR imaging with dynamic contrast -enhanced MRI for differentiating lung cancer from benign solitay pulmonary lesions. J Magn Reson Imaging. doi:10.​1002/​jmri.​25018 PubMedCentral
Metadata
Title
Use of intravoxel incoherent motion diffusion-weighted MR imaging for assessment of treatment response to invasive fungal infection in the lung
Authors
Chenggong Yan
Jun Xu
Wei Xiong
Qi Wei
Ru Feng
Yuankui Wu
Qifa Liu
Caixia Li
Queenie Chan
Yikai Xu
Publication date
01-01-2017
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 1/2017
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-016-4380-9

Other articles of this Issue 1/2017

European Radiology 1/2017 Go to the issue