Validation of FreeSurfer-Estimated Brain Cortical Thickness: Comparison with Histologic Measurements

被引:132
作者
Cardinale, Francesco [1 ]
Chinnici, Giuseppa [2 ]
Bramerio, Manuela [3 ]
Mai, Roberto [1 ]
Sartori, Ivana [1 ]
Cossu, Massimo [1 ]
Lo Russo, Giorgio [1 ]
Castana, Laura [1 ]
Colombo, Nadia [4 ]
Caborni, Chiara [2 ]
De Momi, Elena [2 ]
Ferrigno, Giancarlo [2 ]
机构
[1] Osped Niguarda Ca Granda, Claudio Munari Ctr Epilepsy & Parkinson Surg, I-20162 Milan, Italy
[2] Politecn Milan, Dept Bioengn, Nearlab, I-20133 Milan, Italy
[3] Osped Niguarda Ca Granda, Serv Pathol, I-20162 Milan, Italy
[4] Osped Niguarda Ca Granda, Dept Neuroradiol, I-20162 Milan, Italy
关键词
Cortical thickness; FreeSurfer; Histologic measurement; Epilepsy surgery; Bland-Altman; Passing-Bablok; LINEAR-REGRESSION PROCEDURES; CEREBRAL-CORTEX; DYSPLASIA; MRI; MODELS;
D O I
10.1007/s12021-014-9229-2
中图分类号
TP39 [计算机的应用];
学科分类号
080201 [机械制造及其自动化];
摘要
FreeSurfer software package automatically estimates the cerebral cortical thickness. Its use is widely accepted, albeit this tool was validated against histologic measurements in only two post-mortem isolated brain MR scans. Indeed, a comparison between histologic measurements and FreeSurfer estimation from in vivo data was never performed. At the "Claudio Munari" Center for Epilepsy and Parkinson Surgery we have included FreeSurfer in our presurgical workflow since 2008, mainly because the automatic reconstruction of the brain surface is useful for carefully planning the surgical resection. We therefore compared cortical thickness values obtained by the automatic software pipeline with manual histologic measurements performed on 27 histologic specimens resected from the corresponding brain regions of the same epileptic subjects. This method-comparison study, including Passing-Bablok regression and Bland-Altman plot analysis, showed a good agreement between FreeSurfer estimation and histologic measurements of cortical thickness. The mean cortical thickness values (+/- Standard Deviation) obtained with FreeSurfer and histologic measurements were 3.65 mm +/- 0.44 and 3.72 mm +/- 0.36, respectively (P value = 0.32). Our findings strengthen previous reports on cortical thickness changes as biomarkers of different neurological conditions.
引用
收藏
页码:535 / 542
页数:8
相关论文
共 23 条
[1]
[Anonymous], 2012, R LANG ENV STAT COMP
[2]
Automated detection of focal cortical dysplasia lesions using computational models of their MRI characteristics and texture analysis [J].
Antel, SB ;
Collins, DL ;
Bernasconi, N ;
Andermann, F ;
Shinghal, R ;
Kearney, RE ;
Arnold, DL ;
Bernasconi, A .
NEUROIMAGE, 2003, 19 (04) :1748-1759
[3]
STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[4]
The clinicopathologic spectrum of focal cortical dysplasias: A consensus classification proposed by an ad hoc Task Force of the ILAE Diagnostic Methods Commission [J].
Bluemcke, Ingmar ;
Thom, Maria ;
Aronica, Eleonora ;
Armstrong, Dawna D. ;
Vinters, Harry V. ;
Palmini, Andre ;
Jacques, Thomas S. ;
Avanzini, Giuliano ;
Barkovich, A. James ;
Battaglia, Giorgio ;
Becker, Albert ;
Cepeda, Carlos ;
Cendes, Fernando ;
Colombo, Nadia ;
Crino, Peter ;
Cross, J. Helen ;
Delalande, Olivier ;
Dubeau, Francois ;
Duncan, John ;
Guerrini, Renzo ;
Kahane, Philippe ;
Mathern, Gary ;
Najm, Imad ;
Ozkara, Cigdem ;
Raybaud, Charles ;
Represa, Alfonso ;
Roper, Steven N. ;
Salamon, Noriko ;
Schulze-Bonhage, Andreas ;
Tassi, Laura ;
Vezzani, Annamaria ;
Spreafico, Roberto .
EPILEPSIA, 2011, 52 (01) :158-174
[5]
Cardinale F., 2012, Stereotaxy and Epilepsy Surgery, V1st, P245
[6]
Stereoelectroencephalography: Surgical Methodology, Safety, and Stereotactic Application Accuracy in 500 Procedures [J].
Cardinale, Francesco ;
Cossu, Massimo ;
Castana, Laura ;
Casaceli, Giuseppe ;
Schiariti, Marco Paolo ;
Miserocchi, Anna ;
Fuschillo, Dalila ;
Moscato, Alessio ;
Caborni, Chiara ;
Arnulfo, Gabriele ;
Lo Russo, Giorgio .
NEUROSURGERY, 2013, 72 (03) :353-366
[7]
In vivo profiling of focal cortical dysplasia on high-resolution MRI with computational models [J].
Colliot, O ;
Antel, SB ;
Naessens, VB ;
Bernasconi, N ;
Bernasconi, A .
EPILEPSIA, 2006, 47 (01) :134-142
[8]
Focal cortical dysplasia type IIa and IIb: MRI aspects in 118 cases proven by histopathology [J].
Colombo, Nadia ;
Tassi, Laura ;
Deleo, Francesco ;
Citterio, Alberto ;
Bramerio, Manuela ;
Mai, Roberto ;
Sartori, Ivana ;
Cardinale, Francesco ;
Lo Russo, Giorgio ;
Spreafico, Roberto .
NEURORADIOLOGY, 2012, 54 (10) :1065-1077
[9]
Cortical surface-based analysis - I. Segmentation and surface reconstruction [J].
Dale, AM ;
Fischl, B ;
Sereno, MI .
NEUROIMAGE, 1999, 9 (02) :179-194
[10]
Cortical Thickness Reduction of Normal Appearing Cortex in Patients with Polymicrogyria [J].
de Magalhaes Oliveira, Pedro Paulo, Jr. ;
Valente, Kette Dualibi ;
Shergill, Sukhwinder S. ;
Leite, Claudia da Costa ;
Amaro, Edson, Jr. .
JOURNAL OF NEUROIMAGING, 2010, 20 (01) :46-52