Diagnostic Accuracy of Diffusion Tensor Imaging in Amyotrophic Lateral Sclerosis: A Systematic Review and Individual Patient Data Meta-Analysis

被引:61
作者
Foerster, Bradley R. [1 ,2 ,3 ]
Dwamena, Ben A. [2 ,3 ]
Petrou, Myria [1 ,2 ]
Carlos, Ruth C. [2 ]
Callaghan, Brian C. [4 ]
Churchill, Cristina L. [5 ]
Mohamed, Mona A. [1 ,6 ]
Bartels, Claudia [7 ]
Benatar, Michael [8 ]
Bonzano, Laura [9 ,10 ]
Ciccarelli, Olga [11 ]
Cosottini, Mirco [12 ,13 ]
Ellis, Cathy M. [14 ]
Ehrenreich, Hannelore [7 ]
Filippini, Nicola [15 ,16 ]
Ito, Mizuki [17 ]
Kalra, Sanjay [18 ]
Melhem, Elias R. [19 ]
Pyra, Timothy [20 ]
Roccatagliata, Luca [9 ]
Senda, Joe [17 ]
Sobue, Gen [17 ]
Turner, Martin R. [21 ]
Feldman, Eva L. [4 ]
Pomper, Martin G. [1 ]
机构
[1] Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Sch Med, Baltimore, MD 21218 USA
[2] Univ Michigan, Dept Radiol, Div Neuroradiol, Ann Arbor, MI 48109 USA
[3] Ann Arbor VA Healthcare Syst, Ann Arbor, MI USA
[4] Univ Michigan, Dept Neurol, Ann Arbor, MI USA
[5] Univ Michigan, Sch Med, Ann Arbor, MI USA
[6] Kennedy Krieger Inst, FM Kirby Ctr Funct Brain Imaging, Baltimore, MD USA
[7] Max Planck Inst Expt Med, Div Clin Neurosci, Gottingen, Germany
[8] Univ Miami, Dept Neurol, Miami, FL USA
[9] Univ Genoa, Dept Neurosci Ophthalmol & Genet, Genoa, Italy
[10] Univ Genoa, Magnet Resonance Res Ctr Nervous Syst Dis, Genoa, Italy
[11] UCL Inst Neurol, Dept Brain Repair & Rehabil, London, England
[12] Univ Pisa, Dept Neurosci, Pisa, Italy
[13] Santa Chiara Hosp, Unit Neuroradiol, Pisa, Italy
[14] Kings Coll Hosp London, Motor Neuron Dis Care & Res Ctr, London, England
[15] Univ Oxford, Univ Dept Psychiat, Oxford, England
[16] Univ Oxford, FMRIB Ctr, Oxford, England
[17] Nagoya Univ, Grad Sch Med, Dept Neuroradiol, Nagoya, Aichi 4648601, Japan
[18] Univ Alberta, Dept Med, Div Neurol, Edmonton, AB, Canada
[19] Univ Maryland, Dept Radiol, College Pk, MD 20742 USA
[20] Univ Alberta, Dept Emergency Med, Edmonton, AB, Canada
[21] Univ Oxford, Nuffield Dept Clin Neurosci, Oxford, England
关键词
Amyotrophic lateral sclerosis; diffusion tensor imaging; magnetic resonance imaging; diagnostic imaging; diagnostic accuracy; meta-analysis; CORTICOSPINAL TRACT; MRI; INVOLVEMENT; TRACTOGRAPHY; METAANALYSIS; DEGENERATION; SPECTROSCOPY; SCHEMES; DELAY; ALS;
D O I
10.1016/j.acra.2013.03.017
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Rationale and Objectives: There have been a large number of case-control studies using diffusion tensor imaging (DTI) in amyotrophic lateral sclerosis (ALS). The objective of this study was to perform an individual patient data (IPD) meta-analysis for the estimation of the diagnostic accuracy measures of DTI in the diagnosis of ALS using corticospinal tract data. Materials and Methods: MEDLINE, EMBASE, CINAHL, and Cochrane databases (1966-April 2011) were searched. Studies were included if they used DTI region of interest or tractography techniques to compare mean Cerebral corticospinal tract fractional anisotropy values between ALS subjects and healthy controls. Corresponding authors from the identified articles were contacted to collect individual patient data. IPD meta-analysis and meta-regression were performed using Stata. Meta-regression covariate analysis included age, gender, disease duration, and Revised Amyotrophic Lateral Sclerosis Functional Rating Scale scores. Results: Of 30 identified studies, 11 corresponding. authors provided IPD and 221 ALS patients and 187 healthy control subjects were available for study. Pooled area under the receiver operating characteristic curve (AUC) was 0.75 (95% CI: 0.66-0.83), pooled sensitivity was 0.68 (95% CI: 0.62-0.75), and pooled specificity was 0.73 (95% CI: 0.66-0.80). Meta-regression showed no significant difference e in pooled AUC for each of the covariates. There was moderate to high heterogeneity of pooled AUC estimates. Study quality was generally high. Data from 19 of the 30 eligible studies were not ascertained, raising possibility of selection bias. Conclusion: Using corticospinal tract individual patient data, the diagnostic accuracy of DTI appears to lack sufficient discrimination in Isolation. Additional research efforts and a multimodal approach that also includes ALS mimics will be required to make neuroimaging a critical component in the workup of ALS.
引用
收藏
页码:1099 / 1106
页数:8
相关论文
共 35 条
  • [1] [Anonymous], J MED BIO ENG
  • [2] Callosal dysfunction in amyotrophic lateral sclerosis correlates with diffusion tensor imaging of the central motor system
    Bartels, Claudia
    Mertens, Nina
    Hofer, Sabine
    Merboldt, Klaus-Dietmar
    Dietrich, Jeannine
    Frahm, Jens
    Ehrenreich, Hannelore
    [J]. NEUROMUSCULAR DISORDERS, 2008, 18 (05) : 398 - 407
  • [3] Differential corticospinal tract degeneration in homozygous 'D90A' SOD-1 ALS and sporadic ALS
    Blain, C. R. V.
    Brunton, S.
    Williams, V. C.
    Leemans, A.
    Turner, M. R.
    Andersen, P. M.
    Catani, M.
    Stanton, B. R.
    Ganesalingham, J.
    Jones, D. K.
    Williams, S. C. R.
    Leigh, P. N.
    Simmons, A.
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2011, 82 (08) : 843 - 849
  • [4] Individual patient data meta-analysis of diagnostic and prognostic studies in obstetrics, gynaecology and reproductive medicine
    Broeze, Kimiko A.
    Opmeer, Brent C.
    Bachmann, Lucas M.
    Broekmans, Frank J.
    Bossuyt, Patrick M. M.
    Coppus, Sjors F. P. J.
    Johnson, Neil P.
    Khan, Khalid S.
    ter Riet, Gerben
    van der Veen, Fulco
    van Wely, Madelon
    Mol, Ben W. J.
    [J]. BMC MEDICAL RESEARCH METHODOLOGY, 2009, 9
  • [5] El Escorial revisited: Revised criteria for the diagnosis of amyotrophic lateral sclerosis
    Brooks, BR
    Miller, RG
    Swash, M
    Munsat, TL
    [J]. AMYOTROPHIC LATERAL SCLEROSIS AND OTHER MOTOR NEURON DISORDERS, 2000, 1 (05): : 293 - 299
  • [6] Bivariate Random Effects Meta-Analysis of Diagnostic Studies Using Generalized Linear Mixed Models
    Chu, Haitao
    Guo, Hongfei
    Zhou, Yijie
    [J]. MEDICAL DECISION MAKING, 2010, 30 (04) : 499 - 508
  • [7] Probabilistic diffusion tractography: a potential tool to assess the rate of disease progression in amyotrophic lateral sclerosis
    Ciccarelli, O.
    Behrens, T. E.
    Altmann, D. R.
    Orrell, R. W.
    Howard, R. S.
    Johansen-Berg, H.
    Miller, D. H.
    Matthews, P. M.
    Thompson, A. J.
    [J]. BRAIN, 2006, 129 : 1859 - 1871
  • [8] Neuroimaging in amyotrophic lateral sclerosis
    Comi, G
    Rovaris, M
    Leocani, L
    [J]. EUROPEAN JOURNAL OF NEUROLOGY, 1999, 6 (06) : 629 - 637
  • [9] Diffusion-tensor MR imaging of corticospinal tract in amyotrophic lateral sclerosis and progressive muscular atrophy
    Cosottini, M
    Giannelli, M
    Siciliano, G
    Lazzarotti, G
    Michelassi, MC
    Del Corona, A
    Bartolozzi, C
    Murri, L
    [J]. RADIOLOGY, 2005, 237 (01) : 258 - 264
  • [10] Evaluation of Corticospinal Tract Impairment in the Brain of Patients With Amyotrophic Lateral Sclerosis by Using Diffusion Tensor Imaging Acquisition Schemes With Different Numbers of Diffusion-Weighting Directions
    Cosottini, Mirco
    Giannelli, Marco
    Vannozzi, Francesca
    Pesaresi, Ilaria
    Piazza, Selina
    Belmonte, Gina
    Siciliano, Gabriele
    [J]. JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2010, 34 (05) : 746 - 750