Skip to main content
Erschienen in: Abdominal Radiology 5/2019

08.02.2019 | Hepatobiliary

Intra-individual comparison of conventional and simultaneous multislice-accelerated diffusion-weighted imaging in upper abdominal solid organs: value of ADC normalization using the spleen as a reference organ

verfasst von: Weon Jang, Ji Soo Song, Hyo Sung Kwak, Seung Bae Hwang, Mun Young Paek

Erschienen in: Abdominal Radiology | Ausgabe 5/2019

Einloggen, um Zugang zu erhalten

Abstract

Purpose

To compare the apparent diffusion coefficient (ADC) value of conventional diffusion-weighted imaging (cDWI) to simultaneous multislice-accelerated DWI (sDWI) and to evaluate the possibility of ADC normalization using the spleen as a reference organ.

Methods

We retrospectively evaluated 92 patients (68 men, 24 women; mean age 60.0 years) who underwent liver magnetic resonance imaging (MRI) including both cDWI and sDWI. sDWI was obtained with an acceleration factor of 2. ADC values were measured from the right liver lobe, left liver lobe, spleen, pancreas, right kidney, and left kidney. ADC values of the spleen were used for normalization. Paired sample t test, Pearson’s correlation coefficient, and Bland–Altman method were used for statistical analysis.

Results

ADC values of cDWI were significantly lower than sDWI in all six anatomic regions (p < 0.001). The mean difference in ADC value between cDWI and sDWI ranged from 0.048 to 0.125 × 10−3 mm2/s. ADC values from cDWI and sDWI showed a moderate to very high positive correlation (p < 0.001). After ADC normalization using the spleen as a reference organ, there was no significant difference between normalized ADC of cDWI and sDWI in all 5 anatomic regions (p = 0.11 − 0.74).

Conclusions

Normalization of ADC using the spleen could be useful for comparing upper abdominal organs acquired with either cDWI or sDWI in longitudinal and follow-up studies.
Literatur
1.
Zurück zum Zitat Patterson DM, Padhani AR, Collins DJ. Technology insight: water diffusion MRI--a potential new biomarker of response to cancer therapy. Nat Clin Pract Oncol. 2008;5(4):220-33.CrossRefPubMed Patterson DM, Padhani AR, Collins DJ. Technology insight: water diffusion MRI--a potential new biomarker of response to cancer therapy. Nat Clin Pract Oncol. 2008;5(4):220-33.CrossRefPubMed
2.
Zurück zum Zitat Bharwani N, Koh DM. Diffusion-weighted imaging of the liver: an update. Cancer imaging : the official publication of the International Cancer Imaging Society. 2013;13:171-85.CrossRef Bharwani N, Koh DM. Diffusion-weighted imaging of the liver: an update. Cancer imaging : the official publication of the International Cancer Imaging Society. 2013;13:171-85.CrossRef
3.
Zurück zum Zitat Wagner M, Doblas S, Daire JL, Paradis V, Haddad N, Leitao H, et al. Diffusion-weighted MR imaging for the regional characterization of liver tumors. Radiology. 2012;264(2):464-72.CrossRefPubMed Wagner M, Doblas S, Daire JL, Paradis V, Haddad N, Leitao H, et al. Diffusion-weighted MR imaging for the regional characterization of liver tumors. Radiology. 2012;264(2):464-72.CrossRefPubMed
5.
6.
Zurück zum Zitat Koh DM, Collins DJ. Diffusion-weighted MRI in the body: applications and challenges in oncology. AJR Am J Roentgenol. 2007;188(6):1622-35.CrossRefPubMed Koh DM, Collins DJ. Diffusion-weighted MRI in the body: applications and challenges in oncology. AJR Am J Roentgenol. 2007;188(6):1622-35.CrossRefPubMed
7.
Zurück zum Zitat Thoeny HC, De Keyzer F. Extracranial applications of diffusion-weighted magnetic resonance imaging. Eur Radiol. 2007;17(6):1385-93.CrossRefPubMed Thoeny HC, De Keyzer F. Extracranial applications of diffusion-weighted magnetic resonance imaging. Eur Radiol. 2007;17(6):1385-93.CrossRefPubMed
8.
Zurück zum Zitat Parikh T, Drew SJ, Lee VS, Wong S, Hecht EM, Babb JS, et al. Focal liver lesion detection and characterization with diffusion-weighted MR imaging: comparison with standard breath-hold T2-weighted imaging. Radiology. 2008;246(3):812-22.CrossRefPubMed Parikh T, Drew SJ, Lee VS, Wong S, Hecht EM, Babb JS, et al. Focal liver lesion detection and characterization with diffusion-weighted MR imaging: comparison with standard breath-hold T2-weighted imaging. Radiology. 2008;246(3):812-22.CrossRefPubMed
9.
Zurück zum Zitat Jerome NP, Orton MR, d'Arcy JA, Collins DJ, Koh DM, Leach MO. Comparison of free-breathing with navigator-controlled acquisition regimes in abdominal diffusion-weighted magnetic resonance images: Effect on ADC and IVIM statistics. J Magn Reson Imaging. 2014;39(1):235-40.CrossRefPubMed Jerome NP, Orton MR, d'Arcy JA, Collins DJ, Koh DM, Leach MO. Comparison of free-breathing with navigator-controlled acquisition regimes in abdominal diffusion-weighted magnetic resonance images: Effect on ADC and IVIM statistics. J Magn Reson Imaging. 2014;39(1):235-40.CrossRefPubMed
10.
Zurück zum Zitat Barth M, Breuer F, Koopmans PJ, Norris DG, Poser BA. Simultaneous multislice (SMS) imaging techniques. Magn Reson Med. 2016;75(1):63-81.CrossRefPubMed Barth M, Breuer F, Koopmans PJ, Norris DG, Poser BA. Simultaneous multislice (SMS) imaging techniques. Magn Reson Med. 2016;75(1):63-81.CrossRefPubMed
11.
Zurück zum Zitat Filli L, Ghafoor S, Kenkel D, Liu W, Weiland E, Andreisek G, et al. Simultaneous multi-slice readout-segmented echo planar imaging for accelerated diffusion-weighted imaging of the breast. Eur J Radiol. 2016;85(1):274-78.CrossRefPubMed Filli L, Ghafoor S, Kenkel D, Liu W, Weiland E, Andreisek G, et al. Simultaneous multi-slice readout-segmented echo planar imaging for accelerated diffusion-weighted imaging of the breast. Eur J Radiol. 2016;85(1):274-78.CrossRefPubMed
12.
Zurück zum Zitat Lau AZ, Tunnicliffe EM, Frost R, Koopmans PJ, Tyler DJ, Robson MD. Accelerated human cardiac diffusion tensor imaging using simultaneous multislice imaging. Magn Reson Med. 2015;73(3):995-1004.CrossRefPubMed Lau AZ, Tunnicliffe EM, Frost R, Koopmans PJ, Tyler DJ, Robson MD. Accelerated human cardiac diffusion tensor imaging using simultaneous multislice imaging. Magn Reson Med. 2015;73(3):995-1004.CrossRefPubMed
13.
Zurück zum Zitat Obele CC, Glielmi C, Ream J, Doshi A, Campbell N, Zhang HC, et al. Simultaneous Multislice Accelerated Free-Breathing Diffusion-Weighted Imaging of the Liver at 3T. Abdom Imaging. 2015;40(7):2323-30.CrossRefPubMed Obele CC, Glielmi C, Ream J, Doshi A, Campbell N, Zhang HC, et al. Simultaneous Multislice Accelerated Free-Breathing Diffusion-Weighted Imaging of the Liver at 3T. Abdom Imaging. 2015;40(7):2323-30.CrossRefPubMed
14.
Zurück zum Zitat Xu J, Moeller S, Auerbach EJ, Strupp J, Smith SM, Feinberg DA, et al. Evaluation of slice accelerations using multiband echo planar imaging at 3 T. Neuroimage. 2013;83:991-1001.CrossRefPubMed Xu J, Moeller S, Auerbach EJ, Strupp J, Smith SM, Feinberg DA, et al. Evaluation of slice accelerations using multiband echo planar imaging at 3 T. Neuroimage. 2013;83:991-1001.CrossRefPubMed
15.
Zurück zum Zitat Moeller S, Yacoub E, Olman CA, Auerbach E, Strupp J, Harel N, et al. Multiband multislice GE-EPI at 7 tesla, with 16-fold acceleration using partial parallel imaging with application to high spatial and temporal whole-brain fMRI. Magn Reson Med. 2010;63(5):1144-53.CrossRefPubMedPubMedCentral Moeller S, Yacoub E, Olman CA, Auerbach E, Strupp J, Harel N, et al. Multiband multislice GE-EPI at 7 tesla, with 16-fold acceleration using partial parallel imaging with application to high spatial and temporal whole-brain fMRI. Magn Reson Med. 2010;63(5):1144-53.CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Feinberg DA, Moeller S, Smith SM, Auerbach E, Ramanna S, Gunther M, et al. Multiplexed echo planar imaging for sub-second whole brain FMRI and fast diffusion imaging. PLoS One. 2010;5(12):e15710.CrossRefPubMedPubMedCentral Feinberg DA, Moeller S, Smith SM, Auerbach E, Ramanna S, Gunther M, et al. Multiplexed echo planar imaging for sub-second whole brain FMRI and fast diffusion imaging. PLoS One. 2010;5(12):e15710.CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Van Essen DC, Ugurbil K, Auerbach E, Barch D, Behrens TE, Bucholz R, et al. The Human Connectome Project: a data acquisition perspective. Neuroimage. 2012;62(4):2222-31.CrossRefPubMedPubMedCentral Van Essen DC, Ugurbil K, Auerbach E, Barch D, Behrens TE, Bucholz R, et al. The Human Connectome Project: a data acquisition perspective. Neuroimage. 2012;62(4):2222-31.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Auerbach EJ, Xu J, Yacoub E, Moeller S, Ugurbil K. Multiband accelerated spin-echo echo planar imaging with reduced peak RF power using time-shifted RF pulses. Magn Reson Med. 2013;69(5):1261-7.CrossRefPubMedPubMedCentral Auerbach EJ, Xu J, Yacoub E, Moeller S, Ugurbil K. Multiband accelerated spin-echo echo planar imaging with reduced peak RF power using time-shifted RF pulses. Magn Reson Med. 2013;69(5):1261-7.CrossRefPubMedPubMedCentral
19.
Zurück zum Zitat Taron J, Martirosian P, Erb M, Kuestner T, Schwenzer NF, Schmidt H, et al. Simultaneous multislice diffusion-weighted MRI of the liver: Analysis of different breathing schemes in comparison to standard sequences. J Magn Reson Imaging. 2016;44(4):865-79.CrossRefPubMed Taron J, Martirosian P, Erb M, Kuestner T, Schwenzer NF, Schmidt H, et al. Simultaneous multislice diffusion-weighted MRI of the liver: Analysis of different breathing schemes in comparison to standard sequences. J Magn Reson Imaging. 2016;44(4):865-79.CrossRefPubMed
20.
Zurück zum Zitat Taron J, Martirosian P, Kuestner T, Schwenzer NF, Othman A, Weiss J, et al. Scan time reduction in diffusion-weighted imaging of the pancreas using a simultaneous multislice technique with different acceleration factors: How fast can we go? Eur Radiol. 2018;28(4):1504-11.CrossRefPubMed Taron J, Martirosian P, Kuestner T, Schwenzer NF, Othman A, Weiss J, et al. Scan time reduction in diffusion-weighted imaging of the pancreas using a simultaneous multislice technique with different acceleration factors: How fast can we go? Eur Radiol. 2018;28(4):1504-11.CrossRefPubMed
21.
Zurück zum Zitat Kenkel D, Barth BK, Piccirelli M, Filli L, Finkenstadt T, Reiner CS, et al. Simultaneous Multislice Diffusion-Weighted Imaging of the Kidney: A Systematic Analysis of Image Quality. Invest Radiol. 2017;52(3):163-69.PubMed Kenkel D, Barth BK, Piccirelli M, Filli L, Finkenstadt T, Reiner CS, et al. Simultaneous Multislice Diffusion-Weighted Imaging of the Kidney: A Systematic Analysis of Image Quality. Invest Radiol. 2017;52(3):163-69.PubMed
22.
Zurück zum Zitat Koh DM, Scurr E, Collins D, Kanber B, Norman A, Leach MO, et al. Predicting response of colorectal hepatic metastasis: value of pretreatment apparent diffusion coefficients. AJR American journal of roentgenology. 2007;188(4):1001-8.CrossRefPubMed Koh DM, Scurr E, Collins D, Kanber B, Norman A, Leach MO, et al. Predicting response of colorectal hepatic metastasis: value of pretreatment apparent diffusion coefficients. AJR American journal of roentgenology. 2007;188(4):1001-8.CrossRefPubMed
23.
Zurück zum Zitat Low RN, Gurney J. Diffusion-weighted MRI (DWI) in the oncology patient: value of breathhold DWI compared to unenhanced and gadolinium-enhanced MRI. Journal of magnetic resonance imaging : JMRI. 2007;25(4):848-58.CrossRefPubMed Low RN, Gurney J. Diffusion-weighted MRI (DWI) in the oncology patient: value of breathhold DWI compared to unenhanced and gadolinium-enhanced MRI. Journal of magnetic resonance imaging : JMRI. 2007;25(4):848-58.CrossRefPubMed
24.
Zurück zum Zitat Bruegel M, Holzapfel K, Gaa J, Woertler K, Waldt S, Kiefer B, et al. Characterization of focal liver lesions by ADC measurements using a respiratory triggered diffusion-weighted single-shot echo-planar MR imaging technique. European radiology. 2008;18(3):477-85.CrossRefPubMed Bruegel M, Holzapfel K, Gaa J, Woertler K, Waldt S, Kiefer B, et al. Characterization of focal liver lesions by ADC measurements using a respiratory triggered diffusion-weighted single-shot echo-planar MR imaging technique. European radiology. 2008;18(3):477-85.CrossRefPubMed
25.
Zurück zum Zitat Padhani AR, Liu G, Koh DM, Chenevert TL, Thoeny HC, Takahara T, et al. Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia. 2009;11(2):102-25.CrossRefPubMedPubMedCentral Padhani AR, Liu G, Koh DM, Chenevert TL, Thoeny HC, Takahara T, et al. Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia. 2009;11(2):102-25.CrossRefPubMedPubMedCentral
26.
Zurück zum Zitat Papanikolaou N, Gourtsoyianni S, Yarmenitis S, Maris T, Gourtsoyiannis N. Comparison between two-point and four-point methods for quantification of apparent diffusion coefficient of normal liver parenchyma and focal lesions. Value of normalization with spleen. Eur J Radiol. 2010;73(2):305-9. Papanikolaou N, Gourtsoyianni S, Yarmenitis S, Maris T, Gourtsoyiannis N. Comparison between two-point and four-point methods for quantification of apparent diffusion coefficient of normal liver parenchyma and focal lesions. Value of normalization with spleen. Eur J Radiol. 2010;73(2):305-9.
27.
Zurück zum Zitat Song JS, Hwang SB, Chung GH, Jin GY. Intra-Individual, Inter-Vendor Comparison of Diffusion-Weighted MR Imaging of Upper Abdominal Organs at 3.0 Tesla with an Emphasis on the Value of Normalization with the Spleen. Korean J Radiol. 2016;17(2):209-17. Song JS, Hwang SB, Chung GH, Jin GY. Intra-Individual, Inter-Vendor Comparison of Diffusion-Weighted MR Imaging of Upper Abdominal Organs at 3.0 Tesla with an Emphasis on the Value of Normalization with the Spleen. Korean J Radiol. 2016;17(2):209-17.
28.
Zurück zum Zitat Hinkle De WWJSG. Applied statistics for the behavioral sciences, 5th ed 2003. Hinkle De WWJSG. Applied statistics for the behavioral sciences, 5th ed 2003.
29.
Zurück zum Zitat Filli L, Piccirelli M, Kenkel D, Guggenberger R, Andreisek G, Beck T, et al. Simultaneous Multislice Echo Planar Imaging With Blipped Controlled Aliasing in Parallel Imaging Results in Higher Acceleration: A Promising Technique for Accelerated Diffusion Tensor Imaging of Skeletal Muscle. Invest Radiol. 2015;50(7):456-63.CrossRefPubMed Filli L, Piccirelli M, Kenkel D, Guggenberger R, Andreisek G, Beck T, et al. Simultaneous Multislice Echo Planar Imaging With Blipped Controlled Aliasing in Parallel Imaging Results in Higher Acceleration: A Promising Technique for Accelerated Diffusion Tensor Imaging of Skeletal Muscle. Invest Radiol. 2015;50(7):456-63.CrossRefPubMed
30.
Zurück zum Zitat Taron J, Martirosian P, Schwenzer NF, Erb M, Kuestner T, Weiss J, et al. Scan time minimization in hepatic diffusion-weighted imaging: evaluation of the simultaneous multislice acceleration technique with different acceleration factors and gradient preparation schemes. MAGMA. 2016;29(5):739-49.CrossRefPubMed Taron J, Martirosian P, Schwenzer NF, Erb M, Kuestner T, Weiss J, et al. Scan time minimization in hepatic diffusion-weighted imaging: evaluation of the simultaneous multislice acceleration technique with different acceleration factors and gradient preparation schemes. MAGMA. 2016;29(5):739-49.CrossRefPubMed
31.
Zurück zum Zitat Braithwaite AC, Dale BM, Boll DT, Merkle EM. Short- and midterm reproducibility of apparent diffusion coefficient measurements at 3.0-T diffusion-weighted imaging of the abdomen. Radiology. 2009;250(2):459-65. Braithwaite AC, Dale BM, Boll DT, Merkle EM. Short- and midterm reproducibility of apparent diffusion coefficient measurements at 3.0-T diffusion-weighted imaging of the abdomen. Radiology. 2009;250(2):459-65.
32.
Zurück zum Zitat Koh DM, Blackledge M, Collins DJ, Padhani AR, Wallace T, Wilton B, et al. Reproducibility and changes in the apparent diffusion coefficients of solid tumours treated with combretastatin A4 phosphate and bevacizumab in a two-centre phase I clinical trial. Eur Radiol. 2009;19(11):2728-38.CrossRefPubMed Koh DM, Blackledge M, Collins DJ, Padhani AR, Wallace T, Wilton B, et al. Reproducibility and changes in the apparent diffusion coefficients of solid tumours treated with combretastatin A4 phosphate and bevacizumab in a two-centre phase I clinical trial. Eur Radiol. 2009;19(11):2728-38.CrossRefPubMed
33.
Zurück zum Zitat Corona-Villalobos CP, Pan L, Halappa VG, Bonekamp S, Lorenz CH, Eng J, et al. Agreement and reproducibility of apparent diffusion coefficient measurements of dual-b-value and multi-b-value diffusion-weighted magnetic resonance imaging at 1.5 Tesla in phantom and in soft tissues of the abdomen. J Comput Assist Tomogr. 2013;37(1):46-51. Corona-Villalobos CP, Pan L, Halappa VG, Bonekamp S, Lorenz CH, Eng J, et al. Agreement and reproducibility of apparent diffusion coefficient measurements of dual-b-value and multi-b-value diffusion-weighted magnetic resonance imaging at 1.5 Tesla in phantom and in soft tissues of the abdomen. J Comput Assist Tomogr. 2013;37(1):46-51.
34.
Zurück zum Zitat Miquel ME, Scott AD, Macdougall ND, Boubertakh R, Bharwani N, Rockall AG. In vitro and in vivo repeatability of abdominal diffusion-weighted MRI. Br J Radiol. 2012;85(1019):1507-12.CrossRefPubMedPubMedCentral Miquel ME, Scott AD, Macdougall ND, Boubertakh R, Bharwani N, Rockall AG. In vitro and in vivo repeatability of abdominal diffusion-weighted MRI. Br J Radiol. 2012;85(1019):1507-12.CrossRefPubMedPubMedCentral
35.
Zurück zum Zitat Song JS, Kwak HS, Byon JH, Jin GY. Diffusion-weighted MR imaging of upper abdominal organs at different time points: Apparent diffusion coefficient normalization using a reference organ. Journal of magnetic resonance imaging : JMRI. 2017;45(5):1494-501.CrossRefPubMed Song JS, Kwak HS, Byon JH, Jin GY. Diffusion-weighted MR imaging of upper abdominal organs at different time points: Apparent diffusion coefficient normalization using a reference organ. Journal of magnetic resonance imaging : JMRI. 2017;45(5):1494-501.CrossRefPubMed
36.
Zurück zum Zitat Do RK, Chandarana H, Felker E, Hajdu CH, Babb JS, Kim D, et al. Diagnosis of liver fibrosis and cirrhosis with diffusion-weighted imaging: value of normalized apparent diffusion coefficient using the spleen as reference organ. AJR Am J Roentgenol. 2010;195(3):671-6.CrossRefPubMed Do RK, Chandarana H, Felker E, Hajdu CH, Babb JS, Kim D, et al. Diagnosis of liver fibrosis and cirrhosis with diffusion-weighted imaging: value of normalized apparent diffusion coefficient using the spleen as reference organ. AJR Am J Roentgenol. 2010;195(3):671-6.CrossRefPubMed
37.
Zurück zum Zitat Kim T, Murakami T, Takahashi S, Hori M, Tsuda K, Nakamura H. Diffusion-weighted single-shot echoplanar MR imaging for liver disease. AJR Am J Roentgenol. 1999;173(2):393-8.CrossRefPubMed Kim T, Murakami T, Takahashi S, Hori M, Tsuda K, Nakamura H. Diffusion-weighted single-shot echoplanar MR imaging for liver disease. AJR Am J Roentgenol. 1999;173(2):393-8.CrossRefPubMed
38.
Zurück zum Zitat Taron J, Weiß J, Martirosian P, Seith F, Stemmer A, Bamberg F, et al. Clinical Robustness of Accelerated and Optimized Abdominal Diffusion-Weighted Imaging. Investigative Radiology. 2017;52(10):590-95.CrossRefPubMed Taron J, Weiß J, Martirosian P, Seith F, Stemmer A, Bamberg F, et al. Clinical Robustness of Accelerated and Optimized Abdominal Diffusion-Weighted Imaging. Investigative Radiology. 2017;52(10):590-95.CrossRefPubMed
39.
Zurück zum Zitat Kinner S, Umutlu L, Blex S, Maderwald S, Antoch G, Ertle J, et al. Diffusion weighted MR imaging in patients with HCC and liver cirrhosis after administration of different gadolinium contrast agents: is it still reliable? Eur J Radiol. 2012;81(4):e625-8.CrossRefPubMed Kinner S, Umutlu L, Blex S, Maderwald S, Antoch G, Ertle J, et al. Diffusion weighted MR imaging in patients with HCC and liver cirrhosis after administration of different gadolinium contrast agents: is it still reliable? Eur J Radiol. 2012;81(4):e625-8.CrossRefPubMed
40.
Zurück zum Zitat Colagrande S, Mazzoni LN, Mazzoni E, Pradella S. Effects of gadoxetic acid on quantitative diffusion-weighted imaging of the liver. J Magn Reson Imaging. 2013;38(2):365-70.CrossRefPubMed Colagrande S, Mazzoni LN, Mazzoni E, Pradella S. Effects of gadoxetic acid on quantitative diffusion-weighted imaging of the liver. J Magn Reson Imaging. 2013;38(2):365-70.CrossRefPubMed
Metadaten
Titel
Intra-individual comparison of conventional and simultaneous multislice-accelerated diffusion-weighted imaging in upper abdominal solid organs: value of ADC normalization using the spleen as a reference organ
verfasst von
Weon Jang
Ji Soo Song
Hyo Sung Kwak
Seung Bae Hwang
Mun Young Paek
Publikationsdatum
08.02.2019
Verlag
Springer US
Erschienen in
Abdominal Radiology / Ausgabe 5/2019
Print ISSN: 2366-004X
Elektronische ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-019-01924-5

Weitere Artikel der Ausgabe 5/2019

Abdominal Radiology 5/2019 Zur Ausgabe

Classics in Abdominal Radiology

The “maiden waist” sign of the ureters

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.