Chemotherapy-Induced Brain Effects in Small-Cell Lung Cancer Patients: A Multimodal MRI Study

被引:16
作者
Mentzelopoulos, Anastasios [1 ]
Gkiatis, Kostakis [1 ]
Karanasiou, Irene [2 ]
Karavasilis, Efstratios [3 ]
Papathanasiou, Matilda [4 ]
Efstathopoulos, Efstathios [4 ]
Kelekis, Nikolaos [4 ]
Kouloulias, Vasileios [4 ]
Matsopoulos, George K. [1 ]
机构
[1] Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, Greece
[2] Hellen Mil Acad, Athens, Greece
[3] Evgenidion Gen Hosp, Res Ctr Radiol & Imaging, Athens, Greece
[4] ATTIKON Univ Hosp, Dept Radiol 2, Radiotherapy Unit, Athens, Greece
关键词
Diffusion tensor imaging; Resting-state fMRI; Functional connectivity; Fractional anisotropy (FA); Structural MRI; Small-cell lung cancer; Chemotherapy; PROPHYLACTIC CRANIAL IRRADIATION; BREAST-CANCER; WHITE-MATTER; COGNITIVE FUNCTION; STRUCTURAL-CHANGES; DIFFUSION MRI; METAANALYSIS; INTEGRITY; MOVEMENT; SURVIVAL;
D O I
10.1007/s10548-020-00811-3
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
The golden standard of treating Small Cell Lung Cancer (SCLC) entails application of platinum-based chemotherapy, is often accompanied by Prophylactic Cranial Irradiation (PCI), which have been linked to neurotoxic side-effects in cognitive functions. The related existing neuroimaging research mainly focuses on the effect of PCI treatment in life quality and expectancy, while little is known regarding the distinct adverse effects of chemotherapy. In this context, a multimodal MRI analysis based on structural and functional brain data is proposed in order to evaluate chemotherapy-specific effects on SCLC patients. Data from 20 patients (after chemotherapy and before PCI) and 14 healthy controls who underwent structural MRI, DTI and resting state fMRI were selected in this study. From a structural aspect, the proposed analysis included volumetry and thickness measurements on structural MRI data for assessing gray matter dissimilarities, as well as deterministic tractography and Tract-Based Spatial Statistics (TBSS) on DTI data, aiming to investigate potential white matter abnormalities. Functional data were also processed on the basis of connectivity analysis, evaluating brain network parameters to identify potential manifestation of functional inconsistencies. By comparing patients to healthy controls, the obtained results revealed statistically significant differences, with the patients' brains presenting reduced volumetry/thickness and fractional anisotropy values, accompanied by prominent differences in functional connectivity measurements. All above mentioned findings were observed in patients that underwent chemotherapy.
引用
收藏
页码:167 / 181
页数:15
相关论文
共 64 条
  • [1] Neuropsychological effects of treatments for adults with cancer: A meta-analysis and review of the literature
    Anderson-Hanley, C
    Sherman, ML
    Riggs, R
    Agocha, VB
    Compas, BE
    [J]. JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY, 2003, 9 (07) : 967 - 982
  • [2] Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images
    Andersson, Jesper L. R.
    Graham, Mark S.
    Zsoldos, Eniko
    Sotiropoulos, Stamatios N.
    [J]. NEUROIMAGE, 2016, 141 : 556 - 572
  • [3] An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging
    Andersson, Jesper L. R.
    Sotiropoulos, Stamatios N.
    [J]. NEUROIMAGE, 2016, 125 : 1063 - 1078
  • [4] Andryszak P, 2017, WSPOLCZESNA ONKOL, V21, P6, DOI 10.5114/wo.2017.66652
  • [5] [Anonymous], 2016, Diffusion tensor imaging: a practical handbook
  • [6] Prophylactic cranial irradiation for patients with small-cell lung cancer in complete remission
    Aupérin, A
    Arriagada, R
    Pignon, JP
    Le Péchoux, C
    Gregor, A
    Stephens, RJ
    Kristjansen, PEG
    Johnson, BE
    Ueoka, H
    Wagner, H
    Aisner, J
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 1999, 341 (07) : 476 - 484
  • [7] Probabilistic independent component analysis for functional magnetic resonance imaging
    Beckmann, CF
    Smith, SA
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2004, 23 (02) : 137 - 152
  • [8] Altered Brain Functional Connectivity in Small-Cell Lung Cancer Patients after Chemotherapy Treatment: A Resting-State fMRI Study
    Bromis, Konstantinos
    Gkiatis, Kostakis
    Karanasiou, Irene
    Matsopoulos, George
    Karavasilis, Eustratios
    Papathanasiou, Matilda
    Efstathopoulos, Efstathios
    Kelekis, Nikolaos
    Kouloulias, Vasileios
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 2017
  • [9] Evaluating the arcuate fasciculus with combined diffusion-weighted MRI tractography and electrocorticography
    Brown, Erik C.
    Jeong, Jeong-Won
    Muzik, Otto
    Rothermel, Robert
    Matsuzaki, Naoyuki
    Juhasz, Csaba
    Sood, Sandeep
    Asano, Eishi
    [J]. HUMAN BRAIN MAPPING, 2014, 35 (05) : 2333 - 2347
  • [10] The cingulum bundle: Anatomy, function, and dysfunction
    Bubb, Emma J.
    Metzler-Baddeley, Claudia
    Aggleton, John P.
    [J]. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2018, 92 : 104 - 127