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1.
PLoS One ; 16(4): e0250228, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33930029

RESUMO

This retrospective correlation study investigated the putative link between methylene tetrahydrofolate reductase (MTHFR) A1298C mutations and chemotherapy-related brain function changes in adult childhood-leukemia survivors. To this end, we determined the relationship between the particular MTHFR1298 genotype (AA, AC or CC) of 31 adult childhood-leukemia survivors, and (1) their CSF Tau and phosphorylated Tau (pTau) levels at the time of treatment, (2) their adult performance intelligence quotient (PIQ), and (3) their regional brain connectivity using diffusion magnetic resonance imaging (dMRI) and resting-state functional MRI (rsfMRI). We confirmed that neuropathology markers Tau and pTau significantly increased in CSF of children after intrathecal methotrexate administration. Highest concentrations of these toxicity markers were found during the induction phase of the therapy. Moreover, CSF concentrations of Tau and pTau during treatment were influenced by the children's particular MTHFR1298 genotype. CSF Tau (but not pTau) levels significantly dropped after folinic acid supplementation. At adult age (on average 13.1 years since the end of their treatment), their particular MTHFR1298 genotype (AA, AC or CC) influenced the changes in PIQ and cortical connectivity that we found to be related to their childhood exposure to chemotherapeutics. In summary, we suggest that homozygous MTHFR1298CC individuals are more vulnerable to the adult sequelae of antifolate chemotherapy.


Assuntos
Cognição/efeitos dos fármacos , Metilenotetra-Hidrofolato Redutase (NADPH2)/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Adolescente , Adulto , Encéfalo/patologia , Sobreviventes de Câncer , Criança , Pré-Escolar , Imagem de Difusão por Ressonância Magnética/métodos , Progressão da Doença , Tratamento Farmacológico/métodos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/genética , Feminino , Antagonistas do Ácido Fólico/uso terapêutico , Genótipo , Humanos , Testes de Inteligência , Imageamento por Ressonância Magnética/métodos , Masculino , Metotrexato/uso terapêutico , Metilenotetra-Hidrofolato Redutase (NADPH2)/metabolismo , Polimorfismo de Nucleotídeo Único/genética , Descanso/fisiologia , Estudos Retrospectivos , Adulto Jovem , Proteínas tau/análise , Proteínas tau/líquido cefalorraquidiano
2.
J Orthop Res ; 39(6): 1318-1330, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-32270563

RESUMO

Diffusion tensor imaging (DTI) provides information about tissue microstructure and its degree of organization by quantifying water diffusion. We aimed to monitor longitudinal changes in DTI parameters (fractional isotropy, FA; mean diffusivity, MD; axial diffusivity, AD; radial diffusivity, RD) of the anterior cruciate ligament (ACL) following primary repair with internal bracing (IBLA). Fourteen patients undergoing IBLA were enrolled prospectively and scheduled for clinical follow-up, including instrumented laxity testing, and DTI at 3, 6, 12, and 24 months postoperatively. DTI was also performed in seven healthy subjects. Fiber tractography was used for 3D segmentation of the whole ACL volume, from which median DTI parameters were calculated. The posterior cruciate ligament (PCL) served as a control. Longitudinal DTI changes were assessed using a linear mixed model, and repeated measures correlations were calculated between DTI parameters and clinical laxity tests. At follow-up, thirteen patients had a stable knee and one patient sustained an ACL rerupture after 12 months postoperatively. The ACL repair showed a significant decrease of FA within the first 12 months after surgery, followed by stable FA values thereafter, while ACL diffusivities decreased over time returning towards normal values at 24 months postoperatively. For PCL there were no significant DTI changes over time. There was a significant correlation between ACL FA and laxity tests (r = -0.42, P = .017). This study has shown the potential of DTI to longitudinally monitor diffusion changes in the ACL following IBLA. The DTI findings suggest that healing of the ACL repair is incomplete at 24 months postoperatively.


Assuntos
Ligamento Cruzado Anterior/diagnóstico por imagem , Ligamento Cruzado Anterior/cirurgia , Imagem de Tensor de Difusão/métodos , Adulto , Feminino , Humanos , Estudos Longitudinais , Masculino
3.
Hum Brain Mapp ; 39(8): 3375-3387, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29675944

RESUMO

With the increase of survival rates of pediatric cancer patients, the number of children facing potential cognitive sequelae has grown. Previous adult studies suggest that white matter (WM) microstructural changes may contribute to cognitive impairment. This study aims to investigate WM microstructure in childhood bone and soft tissue sarcoma. Differences in (micro-)structure can be investigated using diffusion MRI (dMRI). The typically used diffusion tensor model (DTI) assumes Gaussian diffusion, and lacks information about fiber populations. In this study, we compare WM structure of childhood bone and soft tissue sarcoma survivors (n = 34) and matched controls (n = 34), combining typical and advanced voxel-based models (DTI and NODDI model, respectively), as well as recently developed fixel-based models (for estimations of intra-voxel differences, apparent fiber density [AFD] and fiber cross-section [FC]). Parameters with significant findings were compared between treatments, and correlated with subscales of the WAIS-IV intelligence test, age at diagnosis, age at assessment and time since diagnosis. We encountered extensive regions showing lower fractional anisotropy, overlapping with both significant NODDI parameters and fixel-based parameters. In contrast to these diffuse differences, the fixel-based measure of AFD was reduced in the cingulum and corpus callosum only. Furthermore, AFD of the corpus callosum was significantly predicted by chemotherapy treatment and correlated positively with time since diagnosis, visual puzzles and similarities task scores. This study suggests altered WM structure of childhood bone and soft tissue sarcoma survivors. We conclude global chemotherapy-related changes, with particular vulnerability of centrally located WM bundles. Finally, such differences could potentially recover after treatment.


Assuntos
Antineoplásicos/uso terapêutico , Neoplasias Ósseas/tratamento farmacológico , Encéfalo/diagnóstico por imagem , Sarcoma/tratamento farmacológico , Substância Branca/diagnóstico por imagem , Adolescente , Adulto , Antineoplásicos/efeitos adversos , Neoplasias Ósseas/diagnóstico por imagem , Encéfalo/efeitos dos fármacos , Sobreviventes de Câncer , Imagem de Tensor de Difusão , Humanos , Sarcoma/diagnóstico por imagem , Substância Branca/efeitos dos fármacos , Adulto Jovem
4.
J Natl Cancer Inst ; 110(8): 905-913, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29514304

RESUMO

Background: This study aimed to assess functional and structural brain connectivity in adult childhood leukemia survivors and the link with cognitive functioning and previously identified risk factors such as intrathecal methotrexate dose and age at start of therapy. Methods: Thirty-one nonirradiated adult childhood leukemia survivors and 35 controls underwent cognitive testing and multimodal magnetic resonance imaging (resting state functional MRI, T1-weighted, diffusion-weighted, and myelin water imaging [MWI]). Analyses included dual regression, voxel-based morphometry, advanced diffusion, and MWI modeling techniques besides stepwise discriminant function analysis to identify the most affected executive cognitive domain. Correlations with discrete intrathecal MTX doses and (semi)continuous variables were calculated using Spearman's rank and Pearson's correlation, respectively. All correlation tests were two-sided. Positive and negative T-contrasts in functional and structural MRI analysis were one-sided. Results: Survivors demonstrated lower functional connectivity between the default mode network (DMN) and inferior temporal gyrus (ITG; P < .008). Additionally, we observed higher fractional anisotropy (FA; P = .04) and lower orientation dispersion index (ODI; P = .008) at the left centrum semiovale, which could-given that several fiber bundles cross this region-suggest selective reduced integrity of the respective white matter tracts. Set shifting reaction time, a measure of cognitive flexibility, was mostly impaired and correlated with lower FA (r = -0.53, P = .003) and higher ODI (r = 0.40, P = .04) in survivors but not with DMN-ITG connectivity. There were no statistically significant differences between survivors and controls in WM or GM volume, nor was there a statistically significant correlation between imaging measurements and age at start of therapy or intrathecal methotrexate dose. Conclusions: Adult, nonirradiated childhood leukemia survivors show altered brain connectivity, which is linked with cognitive flexibility.


Assuntos
Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Sobreviventes de Câncer/psicologia , Cognição/fisiologia , Leucemia/reabilitação , Plasticidade Neuronal/fisiologia , Adolescente , Adulto , Idade de Início , Encéfalo/efeitos dos fármacos , Sobreviventes de Câncer/estatística & dados numéricos , Estudos de Casos e Controles , Criança , Cognição/efeitos dos fármacos , Feminino , Humanos , Injeções Espinhais , Leucemia/tratamento farmacológico , Leucemia/epidemiologia , Leucemia/psicologia , Imageamento por Ressonância Magnética , Masculino , Metotrexato/administração & dosagem , Metotrexato/efeitos adversos , Rede Nervosa/diagnóstico por imagem , Plasticidade Neuronal/efeitos dos fármacos , Substância Branca/diagnóstico por imagem , Substância Branca/efeitos dos fármacos , Substância Branca/fisiologia , Adulto Jovem
5.
Brain Imaging Behav ; 12(1): 64-77, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-28102529

RESUMO

In a previous longitudinal diffusion tensor imaging (DTI) study, we observed cerebral white matter (WM) alterations (reduced fractional anisotropy (FA)) related to decreased cognitive performance 3-5 months after chemotherapy-treatment (t2) when compared to baseline (t1) (Deprez et al. in Journal of Clinical Oncology: Official Journal of the American Society of Clinical Oncology, 30(3), 274-281. doi:10.1200/JCO.2011.36.8571, 2012). The current study investigates the evolution and the nature of these previously observed microstructural changes. Twenty-five young women with early-stage breast cancer who received chemotherapy treatment (C+), 14 who did not receive chemotherapy (C-) and 15 healthy controls (HC) previously studied, underwent reassessment 3-4 years after treatment (t3). We assessed (1) longitudinal changes of cognitive performance and FA and (2) cross-sectional group differences in myelin-water-imaging and multishell diffusion MRI metrics at t3. MRI metrics were assessed on a voxel-by-voxel basis and in regions-of-interest (ROI) in which previous WM injury was detected. Longitudinal results: Mixed-effects modeling revealed significant group-time interactions for verbal memory and processing speed (p < 0.05) reflecting regained performance in the C+ group at t3. Furthermore, in chemotherapy-treated patients, FA returned to baseline levels at t3 in all ROIs (p < 0.002), whereas no FA changes were seen in controls. Additionally, FA increase from t2 to t3 correlated with time since treatment in two of the four regions (r = 0.40, p < 0.05). Cross-sectional results: Advanced diffusion MRI and myelin-water imaging metrics in the ROIs did not differ between groups. Similarly, no whole-brain voxelwise differences were detected. Initial WM alterations and reduced cognitive performance following chemotherapy-treatment were found to recover in a group of young breast cancer survivors three to four years after treatment.


Assuntos
Antineoplásicos/efeitos adversos , Encéfalo/efeitos dos fármacos , Neoplasias da Mama/tratamento farmacológico , Cognição/efeitos dos fármacos , Substância Branca/efeitos dos fármacos , Adulto , Antineoplásicos/uso terapêutico , Encéfalo/diagnóstico por imagem , Encéfalo/fisiopatologia , Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/fisiopatologia , Neoplasias da Mama/psicologia , Sobreviventes de Câncer , Disfunção Cognitiva/diagnóstico por imagem , Disfunção Cognitiva/etiologia , Disfunção Cognitiva/fisiopatologia , Estudos Transversais , Imagem de Difusão por Ressonância Magnética , Feminino , Humanos , Estudos Longitudinais , Pessoa de Meia-Idade , Testes Neuropsicológicos , Recuperação de Função Fisiológica , Substância Branca/diagnóstico por imagem , Substância Branca/fisiopatologia
6.
Neuroimage Clin ; 4: 649-58, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24936416

RESUMO

INTRODUCTION: The histopathological basis of "unidentified bright objects" (UBOs) (hyperintense regions seen on T2-weighted magnetic resonance (MR) brain scans in neurofibromatosis-1 (NF1)) remains unclear. New in vivo MRI-based techniques (multi-exponential T2 relaxation (MET2) and diffusion MR imaging (dMRI)) provide measures relating to microstructural change. We combined these methods and present previously unreported data on in vivo UBO microstructure in NF1. METHODS: 3-Tesla dMRI data were acquired on 17 NF1 patients, covering 30 white matter UBOs. Diffusion tensor, kurtosis and neurite orientation and dispersion density imaging parameters were calculated within UBO sites and in contralateral normal appearing white matter (cNAWM). Analysis of MET2 parameters was performed on 24 UBO-cNAWM pairs. RESULTS: No significant alterations in the myelin water fraction and intra- and extracellular (IE) water fraction were found. Mean T2 time of IE water was significantly higher in UBOs. UBOs furthermore showed increased axial, radial and mean diffusivity, and decreased fractional anisotropy, mean kurtosis and neurite density index compared to cNAWM. Neurite orientation dispersion and isotropic fluid fraction were unaltered. CONCLUSION: Our results suggest that demyelination and axonal degeneration are unlikely to be present in UBOs, which appear to be mainly caused by a shift towards a higher T2-value of the intra- and extracellular water pool. This may arise from altered microstructural compartmentalization, and an increase in 'extracellular-like', intracellular water, possibly due to intramyelinic edema. These findings confirm the added value of combining dMRI and MET2 to characterize the microstructural basis of T2 hyperintensities in vivo.


Assuntos
Encéfalo/patologia , Imagem de Difusão por Ressonância Magnética , Processamento de Imagem Assistida por Computador , Rede Nervosa/patologia , Neurofibromatose 1/patologia , Substância Branca/patologia , Adolescente , Anisotropia , Mapeamento Encefálico , Criança , Feminino , Humanos , Masculino , Relaxamento
7.
Brain Imaging Behav ; 7(4): 409-35, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23329357

RESUMO

Patients with non-central nervous system cancers often experience subtle cognitive deficits after treatment with cytotoxic agents. Therapy-induced structural changes to the brain could be one of the possible causes underlying these reported cognitive deficits. In this review, we evaluate the use of diffusion tensor imaging (DTI) for assessing possible therapy-induced changes in the microstructure of the cerebral white matter (WM) and provide a critical overview of the published DTI research on therapy-induced cognitive impairment. Both cross-sectional and longitudinal DTI studies have demonstrated abnormal microstructural properties in WM regions involved in cognition. These findings correlated with cognitive performance, suggesting that there is a link between reduced "WM integrity" and chemotherapy-induced impaired cognition. In this paper, we will also introduce the basics of diffusion tensor imaging and how it can be applied to evaluate effects of therapy on structural changes in cerebral WM. The review concludes with considerations and discussion regarding DTI data interpretation and possible future directions for investigating therapy-induced WM changes in cancer patients. This review article is part of a Special Issue entitled: Neuroimaging Studies of Cancer and Cancer Treatment.


Assuntos
Antineoplásicos/efeitos adversos , Antineoplásicos/uso terapêutico , Transtornos Cognitivos/induzido quimicamente , Transtornos Cognitivos/diagnóstico , Imagem de Tensor de Difusão/métodos , Neoplasias/tratamento farmacológico , Medicina Baseada em Evidências , Humanos , Neoplasias/diagnóstico
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