Skip to main content
Top
Published in: Molecular Imaging and Biology 2/2015

01-04-2015 | Research Article

Measuring Extracellular pH in a Lung Fibrosis Model with acidoCEST MRI

Authors: Kyle M. Jones, Edward A. Randtke, Christine M. Howison, Julio Cárdenas-Rodríguez, Patricia J. Sime, Matthew R. Kottmann, Mark D. Pagel

Published in: Molecular Imaging and Biology | Issue 2/2015

Login to get access

Abstract

Purpose

A feed-forward loop involving lactic acid production may potentially occur during the formation of idiopathic pulmonary fibrosis. To provide evidence for this feed-forward loop, we used acidoCEST MRI to measure the extracellular pH (pHe), while also measuring percent uptake of the contrast agent, lesion size, and the apparent diffusion coefficient (ADC).

Procedures

We developed a respiration-gated version of acidoCEST MRI to improve the measurement of pHe and percent uptake in lesions. We also used T2-weighted MRI to measure lesion volumes and diffusion-weighted MRI to measure ADC.

Results

The longitudinal changes in average pHe and % uptake of the contrast agent were inversely related to reduction in lung lesion volume. The average ADC did not change during the time frame of the study.

Conclusions

The increase in pHe during the reduction in lesion volume indicates a role for lactic acid in the proposed feed-forward loop of IPF
Literature
1.
go back to reference Nathan SD, Shlobin OA, Weir N et al (2011) Long-term course and prognosis of idiopathic pulmonary fibrosis in the new millennium. Chest 140:221–229CrossRefPubMed Nathan SD, Shlobin OA, Weir N et al (2011) Long-term course and prognosis of idiopathic pulmonary fibrosis in the new millennium. Chest 140:221–229CrossRefPubMed
2.
go back to reference Richeldi L (2012) Assessing the treatment effect from multiple trials in idiopathic pulmonary fibrosis. Eur Respir Rev 21:147–151CrossRefPubMed Richeldi L (2012) Assessing the treatment effect from multiple trials in idiopathic pulmonary fibrosis. Eur Respir Rev 21:147–151CrossRefPubMed
3.
go back to reference Ley B, Collard HR, King TE Jr (2011) Clinical course and prediction of survival in idiopathic pulmonary fibrosis. Am J Respir Crit Care Med 183:431–440CrossRefPubMed Ley B, Collard HR, King TE Jr (2011) Clinical course and prediction of survival in idiopathic pulmonary fibrosis. Am J Respir Crit Care Med 183:431–440CrossRefPubMed
4.
go back to reference Sime PJ, Samstrand B, Xing Z et al (1997) Adenovirus-mediated gene transfer of the proteoglycan biglycan induces fibroblastic responses in the lung. Chest 111:137SCrossRefPubMed Sime PJ, Samstrand B, Xing Z et al (1997) Adenovirus-mediated gene transfer of the proteoglycan biglycan induces fibroblastic responses in the lung. Chest 111:137SCrossRefPubMed
5.
go back to reference Tarantal AF, Chen H, Shi TT et al (2010) Overexpression of transforming growth factor-beta1 in fetal monkey lung results in pulmonary fibrosis. Eur Respir J 36:907–914CrossRefPubMedCentralPubMed Tarantal AF, Chen H, Shi TT et al (2010) Overexpression of transforming growth factor-beta1 in fetal monkey lung results in pulmonary fibrosis. Eur Respir J 36:907–914CrossRefPubMedCentralPubMed
6.
go back to reference Kottmann RM, Kulkami AA, Smolnycki KA et al (2012) Lactic acid is elevated in idiopathic pulmonary fibrosis and induces myofibroblast differentiation via pH-dependent activation of transforming growth factor-beta. Am J Respir Crit Care Med 186:740–751CrossRefPubMedCentralPubMed Kottmann RM, Kulkami AA, Smolnycki KA et al (2012) Lactic acid is elevated in idiopathic pulmonary fibrosis and induces myofibroblast differentiation via pH-dependent activation of transforming growth factor-beta. Am J Respir Crit Care Med 186:740–751CrossRefPubMedCentralPubMed
7.
go back to reference Chen LQ, Howison CM, Jeffery JJ, et al. (2013) Evaluations of extracellular pH within In Vivo Tumors Using acidoCEST MRI. Magn Reson Med, doi:10.1002/mrm.25053 Chen LQ, Howison CM, Jeffery JJ, et al. (2013) Evaluations of extracellular pH within In Vivo Tumors Using acidoCEST MRI. Magn Reson Med, doi:10.​1002/​mrm.​25053
8.
go back to reference Aime S, Calabi L, Biondi L et al (2005) Iopamidol: exploring the potential use of a well-established x ray contrast agent for MRI. Magn Reson Imaging 53:830–834 Aime S, Calabi L, Biondi L et al (2005) Iopamidol: exploring the potential use of a well-established x ray contrast agent for MRI. Magn Reson Imaging 53:830–834
9.
go back to reference Aime S, Barge A, Delli Castelli D et al (2002) Paramagnetic Lanthanide (III) complexes as pH-sensitive chemical exchange saturation transfer (CEST) contrast agents for MRI applications. Magn Reson Med 47:639–48CrossRefPubMed Aime S, Barge A, Delli Castelli D et al (2002) Paramagnetic Lanthanide (III) complexes as pH-sensitive chemical exchange saturation transfer (CEST) contrast agents for MRI applications. Magn Reson Med 47:639–48CrossRefPubMed
10.
go back to reference Ward KM, Balaban RS (2000) Determination of pH using water protons and chemical exchange dependent saturation transfer (CEST). Magn Reson Med 44:799–802CrossRefPubMed Ward KM, Balaban RS (2000) Determination of pH using water protons and chemical exchange dependent saturation transfer (CEST). Magn Reson Med 44:799–802CrossRefPubMed
11.
go back to reference Liu G, Li Y, Sheth VR, Pagel MD (2012) Imaging in vivo extracellular pH with a single paramagnetic chemical exchange saturation transfer magnetic resonance imaging contrast agent. Mol Imaging 11:47–57PubMed Liu G, Li Y, Sheth VR, Pagel MD (2012) Imaging in vivo extracellular pH with a single paramagnetic chemical exchange saturation transfer magnetic resonance imaging contrast agent. Mol Imaging 11:47–57PubMed
12.
go back to reference Ward KM, Aletras AH, Balaban RS (2000) A new class of contrast agents for MRI based on proton chemical exchange dependent saturation transfer (CEST). Magn Reson Imaging 143:79–87CrossRef Ward KM, Aletras AH, Balaban RS (2000) A new class of contrast agents for MRI based on proton chemical exchange dependent saturation transfer (CEST). Magn Reson Imaging 143:79–87CrossRef
13.
go back to reference Grad J, Bryant RG (1990) Nuclear magnetic cross-relaxation spectroscopy. JMR 90:1–8 Grad J, Bryant RG (1990) Nuclear magnetic cross-relaxation spectroscopy. JMR 90:1–8
14.
go back to reference Liepinsh E, Otting G (1996) Proton exchange rates from amino acid side chains—implications for image contrast. Magn Reson Med 35:30–42CrossRefPubMed Liepinsh E, Otting G (1996) Proton exchange rates from amino acid side chains—implications for image contrast. Magn Reson Med 35:30–42CrossRefPubMed
16.
go back to reference Longo DL, Busato A, Lanzardo S et al (2013) Imaging the pH evolution of an acute kidney injury model by means of iopamidol, a MRI-CEST pH-responsive contrast agent. Magn Reson Med 70:859–864CrossRefPubMed Longo DL, Busato A, Lanzardo S et al (2013) Imaging the pH evolution of an acute kidney injury model by means of iopamidol, a MRI-CEST pH-responsive contrast agent. Magn Reson Med 70:859–864CrossRefPubMed
17.
go back to reference Sheth VR, van Heeckeren RC, Wilson AG et al (2008) Monitoring infection and inflammation in murine models of cystic fibrosis with magnetic resonance imaging. Magn Reson Imaging 28:527–532CrossRef Sheth VR, van Heeckeren RC, Wilson AG et al (2008) Monitoring infection and inflammation in murine models of cystic fibrosis with magnetic resonance imaging. Magn Reson Imaging 28:527–532CrossRef
18.
go back to reference Sheth VR, Liu G, Li Y, Pagel MD (2012) Improved pH measurements with a single PARACEST MRI contrast agent. Contrast Media Mol Imaging 7:26–34CrossRefPubMed Sheth VR, Liu G, Li Y, Pagel MD (2012) Improved pH measurements with a single PARACEST MRI contrast agent. Contrast Media Mol Imaging 7:26–34CrossRefPubMed
19.
go back to reference Garbow J, Dugas JP, Conradi MS (2003) Respiratory gating for MRI and MRS in rodents. Third IEEE Symp Bioinform Bioeng 126–129 Garbow J, Dugas JP, Conradi MS (2003) Respiratory gating for MRI and MRS in rodents. Third IEEE Symp Bioinform Bioeng 126–129
20.
go back to reference Heijman E, de Graaf W, Niessen P et al (2007) Comparison between prospective and retrospective triggering for mouse cardiac MRI. NBR 20:439–447 Heijman E, de Graaf W, Niessen P et al (2007) Comparison between prospective and retrospective triggering for mouse cardiac MRI. NBR 20:439–447
21.
go back to reference Lakatos HF, Burgess HA, Thatcher TH et al (2006) Oropharyngeal aspiration of a silica suspension produces a superior model of silicosis in the mouse when compared to intratracheal instillation. Exp Lung Res 32:181–99CrossRefPubMed Lakatos HF, Burgess HA, Thatcher TH et al (2006) Oropharyngeal aspiration of a silica suspension produces a superior model of silicosis in the mouse when compared to intratracheal instillation. Exp Lung Res 32:181–99CrossRefPubMed
22.
23.
go back to reference Woessner DE, Zhang S, Merritt ME, Sherry AD (2005) Numerical solution of the Bloch equations provides insights into the optimum design of PARACEST agents for MRI. Magn Reson Med 53:790–799CrossRefPubMed Woessner DE, Zhang S, Merritt ME, Sherry AD (2005) Numerical solution of the Bloch equations provides insights into the optimum design of PARACEST agents for MRI. Magn Reson Med 53:790–799CrossRefPubMed
24.
go back to reference Randtke EA, Chen LQ, Corrales LR, Pagel MD (2013) The Hanes-Woolf linear QUESP method improves measurements of fast chemical exchange rates with CEST MRI. Magn Reson Med. doi:10.1002/mrm.24792 Randtke EA, Chen LQ, Corrales LR, Pagel MD (2013) The Hanes-Woolf linear QUESP method improves measurements of fast chemical exchange rates with CEST MRI. Magn Reson Med. doi:10.​1002/​mrm.​24792
25.
go back to reference Gregory RB, Crabo L, Percy AJ, Rosenburg A (1983) Water catalysis of peptide hydrogen isotope exchange. Biochemistry 22:910–917CrossRefPubMed Gregory RB, Crabo L, Percy AJ, Rosenburg A (1983) Water catalysis of peptide hydrogen isotope exchange. Biochemistry 22:910–917CrossRefPubMed
26.
go back to reference Haacke EM, Brown RW, Thompson MR, Venkatesan R (1999) Magnetic resonance imaging physical principles and sequence design. Wiley-Liss, New York, NY, p 349 Haacke EM, Brown RW, Thompson MR, Venkatesan R (1999) Magnetic resonance imaging physical principles and sequence design. Wiley-Liss, New York, NY, p 349
27.
go back to reference Schnieder CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nat Methods 9:671–675CrossRef Schnieder CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nat Methods 9:671–675CrossRef
28.
29.
go back to reference Shaghaghi H, Kadlecek S, Deshpande C et al (2014) Metabolic spectroscopy of inflammation in a bleomycin-induced lung injury model using hyperpolarized 1-13C pyruvate. NBM 27:929–947 Shaghaghi H, Kadlecek S, Deshpande C et al (2014) Metabolic spectroscopy of inflammation in a bleomycin-induced lung injury model using hyperpolarized 1-13C pyruvate. NBM 27:929–947
Metadata
Title
Measuring Extracellular pH in a Lung Fibrosis Model with acidoCEST MRI
Authors
Kyle M. Jones
Edward A. Randtke
Christine M. Howison
Julio Cárdenas-Rodríguez
Patricia J. Sime
Matthew R. Kottmann
Mark D. Pagel
Publication date
01-04-2015
Publisher
Springer US
Published in
Molecular Imaging and Biology / Issue 2/2015
Print ISSN: 1536-1632
Electronic ISSN: 1860-2002
DOI
https://doi.org/10.1007/s11307-014-0784-6

Other articles of this Issue 2/2015

Molecular Imaging and Biology 2/2015 Go to the issue