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Published in: European Radiology 5/2011

Open Access 01-05-2011 | Vascular-Interventional

“Number needed to read”—How to facilitate clinical trials in MR-angiography

Authors: M. Voth, U. I. Attenberger, A. Luckscheiter, S. Haneder, T. Henzler, S. O. Schoenberg, C. Schwenke, H. J. Michaely

Published in: European Radiology | Issue 5/2011

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Abstract

Purpose

To evaluate the effect of the number of readers on the statistical results in peripheral MRA.

Materials and methods

40 patients with peripheral arterial occlusive disease were included as a sample dataset in this study, randomly separated into two matched groups with n = 20 patients (group 1—gadobutrol, group 2—gadoterate meglumine) who underwent a continuous table movement MRA of the peripheral vessels at 3 T. Image quality (IQ) of 17 vessel segments was evaluated by 5 independent readers. The effect of the number of readers on significance and statistical power was statistically analyzed.

Results

Image quality in group 1 (gadobutrol) ranks significantly higher compared to group 2 (gadoterade meglumine) with a diagnostic IQ in 97% vs. 78% (p < 0.0001). For the diagnostic/non-diagnostic IQ assessment significance was reached with one reader 1/5 times (20%), with two readers in 4/10 (40%), with three readers in 6/10 (60%), with four readers in 4/5 (80%), with five readers in 1/1 (100%). Power considerations showed considerable gain when increasing the number of readers.

Conclusion

Increasing the number of readers in a diagnostic MRA-study can be used to achieve a higher power or to decrease the number of subjects included with maintained statistical validity.
Literature
2.
go back to reference CPMP (2001) Committee for Proprietary Medicinal Products (CPMP) of the European Agency for the Evaluation of Medicinal Products (EMEA). Points to consider on the evaluation of diagnostic agents CPMP (2001) Committee for Proprietary Medicinal Products (CPMP) of the European Agency for the Evaluation of Medicinal Products (EMEA). Points to consider on the evaluation of diagnostic agents
3.
go back to reference Schwenke C, Busse R (2007) Analysis of differences in proportions from clustered data with multiple measurements in diagnostic studies. Methods Inf Med 46:548–552PubMed Schwenke C, Busse R (2007) Analysis of differences in proportions from clustered data with multiple measurements in diagnostic studies. Methods Inf Med 46:548–552PubMed
4.
go back to reference Eng J (2003) Sample size estimation: how many individuals should be studied? Radiology 227:309–313PubMedCrossRef Eng J (2003) Sample size estimation: how many individuals should be studied? Radiology 227:309–313PubMedCrossRef
5.
go back to reference Frenzel T, Lengsfeld P, Schirmer H, Hutter J, Weinmann HJ (2008) Stability of gadolinium-based magnetic resonance imaging contrast agents in human serum at 37 degrees C. Invest Radiol 43:817–828PubMedCrossRef Frenzel T, Lengsfeld P, Schirmer H, Hutter J, Weinmann HJ (2008) Stability of gadolinium-based magnetic resonance imaging contrast agents in human serum at 37 degrees C. Invest Radiol 43:817–828PubMedCrossRef
6.
go back to reference Rohrer M, Bauer H, Mintorovitch J, Requardt M, Weinmann HJ (2005) Comparison of magnetic properties of MRI contrast media solutions at different magnetic field strengths. Invest Radiol 40:715–724PubMedCrossRef Rohrer M, Bauer H, Mintorovitch J, Requardt M, Weinmann HJ (2005) Comparison of magnetic properties of MRI contrast media solutions at different magnetic field strengths. Invest Radiol 40:715–724PubMedCrossRef
7.
go back to reference Kramer H, Zenge M, Schmitt P, Glaser C, Reiser MF, Herrmann KA (2008) Peripheral magnetic resonance angiography (MRA) with continuous table movement at 3.0 T: initial experience compared with step-by-step MRA. Invest Radiol 43:627–634PubMedCrossRef Kramer H, Zenge M, Schmitt P, Glaser C, Reiser MF, Herrmann KA (2008) Peripheral magnetic resonance angiography (MRA) with continuous table movement at 3.0 T: initial experience compared with step-by-step MRA. Invest Radiol 43:627–634PubMedCrossRef
8.
go back to reference Herborn C, Watkins D, Runge V, Gendron J, Montgomery M, Naul L (2006) Renal arteries: comparison of steady-state free precession MR angiography and contrast-enhanced MR angiography. Radiology 239:263–268PubMedCrossRef Herborn C, Watkins D, Runge V, Gendron J, Montgomery M, Naul L (2006) Renal arteries: comparison of steady-state free precession MR angiography and contrast-enhanced MR angiography. Radiology 239:263–268PubMedCrossRef
9.
go back to reference Voth M, Haneder S, Huck K, Gutfleisch A, Schonberg SO, Michaely HJ (2009) Peripheral magnetic resonance angiography with continuous table movement in combination with high spatial and temporal resolution time-resolved MRA With a total single dose (0.1 mmol/kg) of gadobutrol at 3.0 T. Invest Radiol 44(9):627–633PubMedCrossRef Voth M, Haneder S, Huck K, Gutfleisch A, Schonberg SO, Michaely HJ (2009) Peripheral magnetic resonance angiography with continuous table movement in combination with high spatial and temporal resolution time-resolved MRA With a total single dose (0.1 mmol/kg) of gadobutrol at 3.0 T. Invest Radiol 44(9):627–633PubMedCrossRef
10.
go back to reference Chakraborty DP (2010) Prediction accuracy of a sample-size estimation method for ROC studies. Acad Radiol 17:628–638PubMedCrossRef Chakraborty DP (2010) Prediction accuracy of a sample-size estimation method for ROC studies. Acad Radiol 17:628–638PubMedCrossRef
11.
go back to reference Obuchowski NA (2009) Reducing the number of reader interpretations in MRMC studies. Acad Radiol 16:209–217PubMedCrossRef Obuchowski NA (2009) Reducing the number of reader interpretations in MRMC studies. Acad Radiol 16:209–217PubMedCrossRef
12.
go back to reference Hany TF, Debatin JF, Leung DA, Pfammatter T (1997) Evaluation of the aortoiliac and renal arteries: comparison of breath-hold, contrast-enhanced, three-dimensional MR angiography with conventional catheter angiography. Radiology 204:357–362PubMed Hany TF, Debatin JF, Leung DA, Pfammatter T (1997) Evaluation of the aortoiliac and renal arteries: comparison of breath-hold, contrast-enhanced, three-dimensional MR angiography with conventional catheter angiography. Radiology 204:357–362PubMed
13.
go back to reference Ruehm S, Goyen M, Barkhausen J et al (2001) Rapid magnetic resonance angiography for detection of atherosclerosis. Lancet 357:1086–1091PubMedCrossRef Ruehm S, Goyen M, Barkhausen J et al (2001) Rapid magnetic resonance angiography for detection of atherosclerosis. Lancet 357:1086–1091PubMedCrossRef
14.
go back to reference Ersoy H, Rybicki FJ (2008) MR angiography of the lower extremities. AJR Am J Roentgenol 190:1675–1684PubMedCrossRef Ersoy H, Rybicki FJ (2008) MR angiography of the lower extremities. AJR Am J Roentgenol 190:1675–1684PubMedCrossRef
15.
go back to reference Kramer H, Michaely HJ, Matschl V, Schmitt P, Reiser MF, Schoenberg SO (2007) High-resolution magnetic resonance angiography of the lower extremities with a dedicated 36-element matrix coil at 3 Tesla. Invest Radiol 42:477–483PubMedCrossRef Kramer H, Michaely HJ, Matschl V, Schmitt P, Reiser MF, Schoenberg SO (2007) High-resolution magnetic resonance angiography of the lower extremities with a dedicated 36-element matrix coil at 3 Tesla. Invest Radiol 42:477–483PubMedCrossRef
16.
go back to reference Nael K, Krishnam M, Nael A, Ton A, Ruehm SG, Finn JP (2008) Peripheral contrast-enhanced MR angiography at 3.0 T, improved spatial resolution and low dose contrast: initial clinical experience. Eur Radiol 18:2893–2900PubMedCrossRef Nael K, Krishnam M, Nael A, Ton A, Ruehm SG, Finn JP (2008) Peripheral contrast-enhanced MR angiography at 3.0 T, improved spatial resolution and low dose contrast: initial clinical experience. Eur Radiol 18:2893–2900PubMedCrossRef
17.
go back to reference Griswold MA, Jakob PM, Heidemann RM et al (2002) Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med 47:1202–1210PubMedCrossRef Griswold MA, Jakob PM, Heidemann RM et al (2002) Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med 47:1202–1210PubMedCrossRef
18.
go back to reference Pruessmann KP, Weiger M, Scheidegger MB, Boesiger P (1999) SENSE: sensitivity encoding for fast MRI. Magn Reson Med 42:952–962PubMedCrossRef Pruessmann KP, Weiger M, Scheidegger MB, Boesiger P (1999) SENSE: sensitivity encoding for fast MRI. Magn Reson Med 42:952–962PubMedCrossRef
19.
go back to reference Attenberger UI, Runge VM, Jackson CB et al (2009) Comparative evaluation of lesion enhancement using 1 M gadobutrol vs. 2 conventional gadolinium chelates, all at a dose of 0.1 mmol/kg, in a rat brain tumor model at 3 T. Invest Radiol 44:251–256PubMedCrossRef Attenberger UI, Runge VM, Jackson CB et al (2009) Comparative evaluation of lesion enhancement using 1 M gadobutrol vs. 2 conventional gadolinium chelates, all at a dose of 0.1 mmol/kg, in a rat brain tumor model at 3 T. Invest Radiol 44:251–256PubMedCrossRef
20.
go back to reference Hadizadeh DR, Von Falkenhausen M, Kukuk GM et al (2010) Contrast material for abdominal dynamic contrast-enhanced 3D MR angiography with parallel imaging: intraindividual equimolar comparison of a macrocyclic 1.0 M gadolinium chelate and a linear ionic 0.5 M gadolinium chelate. AJR Am J Roentgenol 194:821–829PubMedCrossRef Hadizadeh DR, Von Falkenhausen M, Kukuk GM et al (2010) Contrast material for abdominal dynamic contrast-enhanced 3D MR angiography with parallel imaging: intraindividual equimolar comparison of a macrocyclic 1.0 M gadolinium chelate and a linear ionic 0.5 M gadolinium chelate. AJR Am J Roentgenol 194:821–829PubMedCrossRef
21.
go back to reference Leiner T, de Vries M, Hoogeveen R, Vasbinder G, Lemaire E, van Engelshoven J (2003) Contrast-enhanced peripheral MR angiography at 3.0 Tesla: initial experience with a whole-body scanner in healthy volunteers. J Magn Reson Imaging 17:609–614PubMedCrossRef Leiner T, de Vries M, Hoogeveen R, Vasbinder G, Lemaire E, van Engelshoven J (2003) Contrast-enhanced peripheral MR angiography at 3.0 Tesla: initial experience with a whole-body scanner in healthy volunteers. J Magn Reson Imaging 17:609–614PubMedCrossRef
22.
go back to reference Michaely HJ, Kramer H, Dietrich O et al (2007) Intraindividual comparison of high-spatial-resolution abdominal MR angiography at 1.5 T and 3.0 T: initial experience. Radiology 244:907–913PubMedCrossRef Michaely HJ, Kramer H, Dietrich O et al (2007) Intraindividual comparison of high-spatial-resolution abdominal MR angiography at 1.5 T and 3.0 T: initial experience. Radiology 244:907–913PubMedCrossRef
23.
go back to reference Goyen M, Herborn CU, Vogt FM et al (2003) Using a 1 M Gd-chelate (gadobutrol) for total-body three-dimensional MR angiography: preliminary experience. J Magn Reson Imaging 17:565–571PubMedCrossRef Goyen M, Herborn CU, Vogt FM et al (2003) Using a 1 M Gd-chelate (gadobutrol) for total-body three-dimensional MR angiography: preliminary experience. J Magn Reson Imaging 17:565–571PubMedCrossRef
24.
go back to reference Kim ES, Chang JH, Choi HS, Kim J, Lee SK (2010) Diagnostic yield of double-dose gadobutrol in the detection of brain metastasis: intraindividual comparison with double-dose gadopentetate dimeglumine. AJNR Am J Neuroradiol 31:1055–1058PubMedCrossRef Kim ES, Chang JH, Choi HS, Kim J, Lee SK (2010) Diagnostic yield of double-dose gadobutrol in the detection of brain metastasis: intraindividual comparison with double-dose gadopentetate dimeglumine. AJNR Am J Neuroradiol 31:1055–1058PubMedCrossRef
Metadata
Title
“Number needed to read”—How to facilitate clinical trials in MR-angiography
Authors
M. Voth
U. I. Attenberger
A. Luckscheiter
S. Haneder
T. Henzler
S. O. Schoenberg
C. Schwenke
H. J. Michaely
Publication date
01-05-2011
Publisher
Springer-Verlag
Published in
European Radiology / Issue 5/2011
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-010-1993-2

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