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1.
Neurochirurgie ; 68(6): 601-607, 2022 Dec.
Article in English | MEDLINE | ID: mdl-35667473

ABSTRACT

BACKGROUND: Differential diagnosis between medulloblastoma (MB), ependymoma (EP) and astrocytoma (PA) is important due to differing medical treatment strategies and predicted survival. The aim of this study was to investigate non-invasive MRI-based radiomic analysis of whole tumors to classify the histologic tumor types of pediatric posterior fossa brain tumor and improve the accuracy of discrimination, using a random forest classifier. METHODS: MRI images of 99 patients, with 59 MBs, 13 EPs and 27 PAs histologically confirmed by surgery and pathology before treatment, were included in this retrospective study. Registration was performed between the three sequences, and high- throughput features were extracted from manually segmented tumors on MR images of each case. The forest-based feature selection method was adopted to select the top ten significant features. Finally, the results were compared and analyzed according to the classification. RESULTS: The top ten contributions according to the classifier of wavelet features all came from the ADC sequence. The random forest classifier achieved 100% accuracy on the training data and validated the best accuracy (0.938): sensitivity=1.000, 0.948 and 0.808, specificity=0.952, 0.926 and 1.000 for EP, MB and PA, respectively. CONCLUSION: A random forest classifier based on the ADC sequence of the whole tumor provides more quantitative information than TIWI and T2WI in differentiating pediatric posterior fossa brain tumors. In particular, the histogram percentile value showed great superiority, which added diagnostic value in pediatric neuro-oncology.


Subject(s)
Cerebellar Neoplasms , Infratentorial Neoplasms , Medulloblastoma , Child , Humans , Retrospective Studies , Infratentorial Neoplasms/diagnostic imaging , Infratentorial Neoplasms/surgery , Magnetic Resonance Imaging/methods , Medulloblastoma/diagnostic imaging , Medulloblastoma/surgery , Cerebellar Neoplasms/diagnostic imaging , Cerebellar Neoplasms/surgery
2.
Clin Radiol ; 76(8): 628.e17-628.e27, 2021 08.
Article in English | MEDLINE | ID: mdl-33941364

ABSTRACT

AIM: To investigate machine learning based models combining clinical, radiomic, and molecular information to distinguish between early true progression (tPD) and pseudoprogression (psPD) in patients with glioblastoma. MATERIALS AND METHODS: A retrospective analysis was undertaken of 76 patients (46 tPD, 30 psPD) with early enhancing disease following chemoradiotherapy for glioblastoma. Outcome was determined on follow-up until 6 months post-chemoradiotherapy. Models comprised clinical characteristics, O6-methylguanine-DNA methyltransferase (MGMT) promoter methylation status, and 307 quantitative imaging features extracted from enhancing disease and perilesional oedema masks on early post-chemoradiotherapy contrast-enhanced T1-weighted imaging, T2-weighted imaging (T2WI), and apparent diffusion coefficient (ADC) maps. Feature selection was performed within bootstrapped cross-validated recursive feature elimination with a random forest algorithm. Naive Bayes five-fold cross-validation was used to validate the final model. RESULTS: Top selected features included age, MGMT promoter methylation status, two shape-based features from the enhancing disease mask, three radiomic features from the enhancing disease mask on ADC, and one radiomic feature from the perilesional oedema mask on T2WI. The final model had an area under the receiver operating characteristics curve (AUC) of 0.80, sensitivity 78.2%, specificity 66.7%, and accuracy of 73.7%. CONCLUSION: Incorporating a machine learning-based approach using quantitative radiomic features from standard-of-care magnetic resonance imaging (MRI), in combination with clinical characteristics and MGMT promoter methylation status has a complementary effect and improves model performance for early prediction of glioblastoma treatment response.


Subject(s)
Brain Neoplasms/diagnostic imaging , Chemoradiotherapy/methods , Glioblastoma/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Machine Learning , Magnetic Resonance Imaging/methods , Adolescent , Adult , Aged , Brain/diagnostic imaging , Brain Neoplasms/drug therapy , Brain Neoplasms/radiotherapy , Brain Neoplasms/therapy , Contrast Media , Diagnosis, Differential , Female , Glioblastoma/drug therapy , Glioblastoma/radiotherapy , Humans , Image Enhancement , Male , Middle Aged , Predictive Value of Tests , Reproducibility of Results , Retrospective Studies , Sensitivity and Specificity , Treatment Outcome , Young Adult
3.
Clin Exp Immunol ; 198(1): 57-70, 2019 10.
Article in English | MEDLINE | ID: mdl-31116879

ABSTRACT

Type 1 diabetes (T1D) results from autoimmune destruction of insulin-producing beta cells in pancreatic islets. Various immune cell populations are involved in disease development and natural course. However, to our knowledge, so far there are no comprehensive comparative investigations of all main immune cell populations and their most important subsets at the onset of disease. Therefore, in the current study, we analyzed 51 peripheral blood immune cell populations in 22 young T1D patients and in 25 age-matched controls using a comprehensive polychromatic flow cytometry panel developed for whole blood by the COST Action no. BM0907 ENTIRE (European Network for Translational Immunology Research and Education: From Immunomonitoring to Personalized Immunotherapy) consortium. We found that in T1D patients, frequencies and absolute counts of natural killer (NK) cells, dendritic cells (DC) and T cells, as well as their respective subsets, were significantly altered compared to controls. Further, we observed that changes in several cell populations (e.g. CD14+ CD16+ non-classical monocytes, plasmablasts) were dependent on the age of the patient. In addition to age-related changes, we also found that alterations in immune cell patterns were associated with parameters such as the presence of ketoacidosis and C-peptide serum levels. Our study provides a foundation for future studies investigating different cell lineages and their role in T1D and illustrates the value of polychromatic flow cytometry for evaluating all main peripheral immune cells and their subsets in whole blood samples.


Subject(s)
Diabetes Mellitus, Type 1/immunology , Leukocytes, Mononuclear/immunology , Monocytes/immunology , Adolescent , Adult , C-Peptide/blood , C-Peptide/immunology , Child , Child, Preschool , Dendritic Cells/immunology , Diabetes Mellitus, Type 1/blood , Female , Flow Cytometry/methods , Humans , Immunotherapy/methods , Insulin/immunology , Insulin-Secreting Cells/immunology , Ketosis/blood , Ketosis/immunology , Killer Cells, Natural/immunology , Male , Young Adult
4.
Clin Oncol (R Coll Radiol) ; 31(1): 41-49, 2019 01.
Article in English | MEDLINE | ID: mdl-30274767

ABSTRACT

AIMS: Following stereotactic radiosurgery (SRS), brain metastases initially increase in size in up to a third of cases, suggesting treatment failure. Current imaging using structural magnetic resonance imaging (MRI) cannot differentiate between tumour recurrence and SRS-induced changes, creating difficulties with patient management. Combining multiparametric MRI techniques, which assess tissue physiological and metabolic information, has shown promise in answering this clinical question. MATERIALS AND METHODS: Multiparametric MRI techniques, including spectroscopy, diffusion and perfusion imaging, were used for the differentiation of radiation-related changes and tumour recurrence after SRS for intracranial metastases in six cases. All patients presented with enlargement of the treated lesion, an increase in perilesional brain oedema and aggravation or appearance of neurological signs and symptoms from 7 to 29 weeks after primary treatment. RESULTS: Multiparametric imaging helped to differentiate features of tumour progression (n = 4) from radiation-related changes (n = 2). A low apparent diffusion coefficient (ADC) <1000 × 10-6 mm2/s, high relative cerebral blood volume (rCBV) ratio > 2.1, high choline:creatine (Cho:Cr) ratio > 1.8 suggested tumour recurrence. A high ADC > 1000 × 10-6 mm2/s, low rCBV ratio < 2.1, Cho:Cr ratio < 1.8 suggested SRS-induced radiation changes. Multiparametric MRI diagnosis was confirmed by histology or radiological and clinical follow-up. CONCLUSION: Multiparametric MRI was helpful in the early identification of radiation-related changes and tumour recurrence and may be useful for monitoring treatment changes in intracranial neoplasms after SRS treatment.


Subject(s)
Brain Neoplasms/secondary , Magnetic Resonance Imaging/methods , Radiosurgery/methods , Adult , Aged , Female , Humans , Male , Middle Aged , Neoplasm Metastasis
5.
Pediatr Diabetes ; 19(2): 293-299, 2018 03.
Article in English | MEDLINE | ID: mdl-28597957

ABSTRACT

BACKGROUND: The etiology of type 1 diabetes (T1D) is largely unknown. Infections and microbial exposures are believed to play a role in the pathogenesis and in the development of islet autoimmunity in genetically susceptible individuals. OBJECTIVE: To assess the relationships between early childhood infections, islet autoimmunity, and progression to T1D in genetically predisposed children. METHODS: Children with human leukocyte antigen (HLA)-conferred disease susceptibility (N=790; 51.5% males) from Finland (n = 386), Estonia (n = 322), and Russian Karelia (n = 82) were observed from birth up to the age of 3 years. Children attended clinical visits at the age of 3, 6, 12, 18, 24, and 36 months. Serum samples for analyzing T1D-associated autoimmune markers were collected and health data recorded during the visits. RESULTS: Children developing islet autoimmunity (n = 46, 5.8%) had more infections during the first year of life (3.0 vs 3.0, mean rank 439.1 vs 336.2; P = .001) and their first infection occurred earlier (3.6 vs 5.0 months; P = .005) than children with no islet autoimmunity. By May 2016, 7 children (0.9%) had developed T1D (progressors). Compared with non-diabetic children, T1D progressors were younger at first infection (2.2 vs 4.9 months; P = .004) and had more infections during the first 2 years of life (during each year 6.0 vs 3.0; P = .001 and P = .027, respectively). By 3 years of age, the T1D progressors had twice as many infections as the other children (17.5 vs 9.0; P = .006). CONCLUSIONS: Early childhood infections may play an important role in the pathogenesis of T1D. Current findings may reflect either differences in microbial exposures or early immunological aberrations making diabetes-prone children more susceptible to infections.


Subject(s)
Autoimmunity , Child Development , Community-Acquired Infections/immunology , Diabetes Mellitus, Type 1/immunology , Insulin-Secreting Cells/immunology , Prediabetic State/immunology , Respiratory Tract Infections/immunology , Cohort Studies , Community-Acquired Infections/blood , Community-Acquired Infections/epidemiology , Community-Acquired Infections/genetics , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 1/genetics , Disease Progression , Disease Susceptibility , Estonia/epidemiology , Female , Finland/epidemiology , Follow-Up Studies , Genetic Predisposition to Disease , HLA-DR Antigens/chemistry , HLA-DR Antigens/genetics , Humans , Infant, Newborn , Male , Prediabetic State/blood , Prediabetic State/genetics , Prediabetic State/physiopathology , Prospective Studies , Respiratory Tract Infections/blood , Respiratory Tract Infections/epidemiology , Respiratory Tract Infections/genetics , Risk , Russia/epidemiology
6.
Mol Cell Endocrinol ; 412: 265-71, 2015 Sep 05.
Article in English | MEDLINE | ID: mdl-25980680

ABSTRACT

Type-1 diabetes (T1D) is a heterogeneous autoimmune disease, and there are pathogenetic differences between young- and adult-onset T1D patients. We hypothesized that the expressions of genes involved in costimulatory immune system pathways in peripheral blood are differently regulated in young- and adult-onset T1D. Study group I consisted of 80 children, adolescents, and young adults (age range 1.4-21.4 y; 31 controls and 49 T1D patients). Study group II consisted of 48 adults (age range 22.0-78.4 y; 30 controls and 18 T1D patients). The mRNA expression levels of CD86, CD28, CD25, CD226, CD40, BTLA, GITR, PDCD1, FoxP3, TGF-ß, ICOS, sCTLA4, flCTLA4, and CD80 were measured in peripheral blood. Genetic polymorphisms (HLA haplotypes; rs231806, rs231775, and rs3087243 in CTLA4; rs763361 in CD226; and rs706778 in CD25) and T1D-associated autoantibodies were analyzed. In group I, there was significantly lower expression of CD226 in T1D patients than in the controls. In group II, there were significantly higher expression levels of CD86 and TGF-ß in T1D patients than in the controls. In the T1D patients in group I, the upregulated CD80 expression correlated with the expression of both CTLA4 splice variants (sCTLA4 and flCTLA4). In contrast, in group II, upregulated CD86 correlated with TGF-ß and CD25. In group I, the inhibitory CD80-CTLA4 pathway was activated, whereas, in group II, the activation CD86-CD28 pathway and TGF-ß production were activated. These results emphasize the differences between young-onset and adult-onset T1D in the regulation of costimulatory pathways. These differences should be considered when developing novel treatments for T1D.


Subject(s)
B7 Antigens/blood , CD28 Antigens/blood , Diabetes Mellitus, Type 1/blood , Adolescent , Adult , Aged , B7 Antigens/genetics , CD28 Antigens/genetics , Case-Control Studies , Child , Child, Preschool , Diabetes Mellitus, Type 1/diagnosis , Female , Gene Expression , Humans , Male , Middle Aged , Transcriptome , Young Adult
7.
Scand J Immunol ; 80(4): 283-92, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24965593

ABSTRACT

Type 1 diabetes (T1D) is an autoimmune disease that is thought to be triggered by environmental factors in genetically susceptible individuals. Enteroviruses have been mentioned as the most probable induction component of the disease. Nevertheless, the literature is controversial regarding the association of T1D with viral infection and first-line antiviral defence components, for example type I interferons (IFNs). Our aim was to test the hypothesis that an abnormality in IFN-stimulated gene patterns may cause a failure in immunological tolerance and, thereby, initiate T1D as an autoimmune disorder. We studied material from 64 T1D and 36 control subjects, divided into two age groups: <10 years and ≥10 years old. Using a relative gene expression method, we observed a lower expression of interferon-induced helicase 1 (IFIH1) and other type I IFN-induced genes in the blood cells of T1D subjects, especially subjects under 10 years old, in spite of their higher IFN levels as measured by the pSTAT1-inducing capacity of their sera. Likewise, freshly purified CpG-stimulated cells from T1D patients showed significantly lower upregulation of IFN-induced genes, that is IFIH1 and CXCL10, compared to cells from the control group. The identified dysregulation in the IFN-α-induced antiviral response in T1D patients, especially in early childhood, could be one of the factors affecting T1D development.


Subject(s)
Chemokine CXCL10/blood , DEAD-box RNA Helicases/blood , Diabetes Mellitus, Type 1/blood , Interferon-alpha/blood , Interferon-alpha/genetics , Adolescent , Adult , Antigens/blood , Antigens/genetics , Chemokine CCL5/blood , Chemokine CCL5/genetics , Chemokine CXCL10/biosynthesis , Chemokine CXCL10/genetics , Chemokine CXCL9/blood , Chemokine CXCL9/genetics , Child , Child, Preschool , Cytoskeletal Proteins/blood , Cytoskeletal Proteins/genetics , DEAD-box RNA Helicases/genetics , Enterovirus/immunology , Enterovirus Infections/immunology , Female , Gene Expression , Humans , Infant , Interferon-Induced Helicase, IFIH1 , Male , Myxovirus Resistance Proteins/blood , Myxovirus Resistance Proteins/genetics , Nuclear Proteins/blood , Nuclear Proteins/genetics , RNA, Messenger/blood , RNA, Messenger/genetics , STAT1 Transcription Factor/biosynthesis , Trans-Activators/blood , Trans-Activators/genetics , Up-Regulation , Young Adult
8.
Diabetes Metab Res Rev ; 30(8): 749-60, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24692218

ABSTRACT

BACKGROUND: Vitamin D has immunomodulatory properties, such as regulation of FOXP3 expression and regulatory T-cell activity. Our aim was to investigate whether plasma 25-hydroxyvitamin D [25(OH)D] concentrations associate with the development of ß-cell autoimmunity and the transcriptional activity of FOXP3 or vitamin D3 convertase gene (CYP27B1) in CD4+ memory T cells. METHODS: We studied 83 Finnish and 32 Estonian children participating in the DIABIMMUNE and DIPP studies. Twenty-nine Finnish and six Estonian children tested positive for at least one diabetes-associated autoantibody. The plasma concentrations of 25(OH)D and 1,25(OH)2D were analysed with an enzyme immunoassay. Gene expression of FOXP3 and CYP27B1 in the isolated CD4+ memory T cells was studied with reverse transcription quantitative polymerase chain reaction. RESULTS: Vitamin D status did not differ between subjects positive and negative for ß-cell autoantibodies. Finnish children had higher vitamin D status than Estonian children (p < 0.001). FOXP3 expression was higher in Estonian CD4+ memory T-cell samples than in Finnish samples (p < 0.01) even when including in both groups only children with serum 25(OH)D concentrations in the range of 50-80 nmol/L (p < 0.001). CONCLUSIONS: These findings do not support a crucial role of circulating 25(OH)D as a regulator of ß-cell autoimmunity or FOXP3 expression.


Subject(s)
25-Hydroxyvitamin D 2/blood , Autoimmunity , Calcifediol/blood , Child Nutritional Physiological Phenomena , Diabetes Mellitus, Type 1/etiology , Insulin-Secreting Cells/immunology , Vitamin D Deficiency/physiopathology , 25-Hydroxyvitamin D3 1-alpha-Hydroxylase/blood , 25-Hydroxyvitamin D3 1-alpha-Hydroxylase/genetics , 25-Hydroxyvitamin D3 1-alpha-Hydroxylase/metabolism , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , Child , Child, Preschool , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/immunology , Estonia/epidemiology , Female , Finland/epidemiology , Forkhead Transcription Factors/blood , Forkhead Transcription Factors/genetics , Forkhead Transcription Factors/metabolism , Gene Expression Regulation, Developmental , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Incidence , Male , Nutritional Status
9.
Diabetes Metab Res Rev ; 30(1): 60-8, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24038878

ABSTRACT

AIMS/HYPOTHESIS: An association between increased length/height and weight gain and risk of type 1 diabetes (T1D) has been reported in children. We set out to investigate the potential contribution of T1D human leukocyte antigen (HLA) risk genotypes to this association in two countries with a contrasting disease incidence. METHODS: In Estonia and Finland, length and weight were monitored up to the age of 24 months in 688 subjects. According to their HLA genotypes, the children were divided into four groups, those with very high, high or moderate risk for T1D, as well as a neutral/control group. Relative length and weight (SDS) were assessed and compared at 3, 6, 12, 18 and 24 months using World Health Organization (WHO) growth curves. RESULTS: The mean relative length at the age of 24 months was lower in the group with the very high risk HLA genotype compared to the controls (p < 0.05). The mean relative weight differed between those two groups at the age of 12, 18 and 24 months (p < 0.05). When Estonian and Finnish cohorts were analyzed separately, the relative length showed similar but non-significant trends in both countries, while in Estonia the changes in weight at some time points still remained significant (p < 0.05). CONCLUSIONS: Children with the highest HLA-conferred risk for T1D gained less weight and length during the first 24 months of life, and this feature was more pronounced in the Estonian children.


Subject(s)
Diabetes Mellitus, Type 1/genetics , Growth and Development/genetics , HLA Antigens/genetics , Body Height , Body Weight , Child, Preschool , Disease Susceptibility/immunology , Estonia , Female , Finland , Genetic Predisposition to Disease , Genotype , Growth and Development/immunology , Humans , Infant , Insulin Resistance/genetics , Male , Sex Characteristics , White People
10.
Br J Cancer ; 109(2): 512-25, 2013 Jul 23.
Article in English | MEDLINE | ID: mdl-23756868

ABSTRACT

BACKGROUND: Mutation of the RB1 gene is necessary but not sufficient for the development of retinoblastoma. The nature of events occurring subsequent to RB1 mutation is unclear, as is the retinal cell-of-origin of this tumour. METHODS: Gene expression profiling of 21 retinoblastomas was carried out to identify genetic events that contribute to tumorigenesis and to obtain information about tumour histogenesis. RESULTS: Expression analysis showed a clear separation of retinoblastomas into two groups. Group 1 retinoblastomas express genes associated with a range of different retinal cell types, suggesting derivation from a retinal progenitor cell type. Recurrent chromosomal alterations typical of retinoblastoma, for example, chromosome 1q and 6p gain and 16q loss were also a feature of this group, and clinically they were characterised by an invasive pattern of tumour growth. In contrast, group 2 retinoblastomas were found to retain many characteristics of cone photoreceptor cells and appear to exploit the high metabolic capacity of this cell type in order to promote tumour proliferation. CONCLUSION: Retinoblastoma is a heterogeneous tumour with variable biology and clinical characteristics.


Subject(s)
Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Retinal Neoplasms/classification , Retinal Neoplasms/genetics , Retinoblastoma/classification , Retinoblastoma/genetics , Adult , Cluster Analysis , Comparative Genomic Hybridization , Cytogenetic Analysis , Gene Regulatory Networks/genetics , Humans , Microarray Analysis , Models, Biological , Retina/metabolism , Retinal Neoplasms/pathology , Retinoblastoma/pathology
11.
Eur J Radiol ; 82(6): e295-301, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23489978

ABSTRACT

INTRODUCTION: Low grade gliomas are the commonest brain tumours in children but present in a myriad of ways, each with its own treatment challenges. Conventional MRI scans play an important role in their management but have limited ability to identify likely clinical behaviour. The aim of this study is to investigate (1)H magnetic resonance spectroscopy (MRS) as a method for detecting differences between the various low grade gliomas and related tumours in children. PATIENTS AND METHODS: Short echo time single voxel (1)H MRS at 1.5 or 3.0 T was performed prior to treatment on children with low grade brain tumours at two centres and five MR scanners, 69 cases had data which passed quality control. MRS data was processed using LCModel to give mean spectra and metabolite concentrations which were compared using T-tests, ANOVA, Receiver Operator Characteristic curves and logistic regression in SPSS. RESULTS: Significant differences were found in concentrations of key metabolites between glioneuronal and glial tumours (T-test p<0.05) and between most of the individual histological subtypes of low grade gliomas. The discriminatory metabolites identified, such as choline and myoinositol, are known tumour biomarkers. In the set of pilocytic astrocytomas and unbiopsied optic pathway gliomas, significant differences (p<0.05, ANOVA) were found in metabolite profiles of tumours depending on location and patient neurofibromatosis type 1 status. Logistic regression analyses yielded equations which could be used to assess the probability of a tumour being of a specific type. CONCLUSIONS: MRS can detect subtle differences between low grade brain tumours in children and should form part of the clinical assessment of these tumours.


Subject(s)
Biomarkers, Tumor/analysis , Brain Neoplasms/diagnosis , Brain Neoplasms/metabolism , Glioma/diagnosis , Glioma/metabolism , Magnetic Resonance Spectroscopy/methods , Adolescent , Child , Child, Preschool , Female , Humans , Infant , Male , Neoplasm Grading , Protons , Reproducibility of Results , Sensitivity and Specificity , United Kingdom
12.
J Inherit Metab Dis ; 36(2): 323-8, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22231379

ABSTRACT

Mucopolysaccharidosis type IVa (MPS IVa, Morquio syndrome OMIM #253000) is a lysosomal storage disease caused by deficiency in N-acetylgalactosamine-6-sulfatase (GALNS, EC 3.1.6.4; encoded by GALNS gene at 16q24.3). Unlike other MPS disorders involving excessive heparan and dermatan sulfate, Morquio syndrome has not been associated with neurological involvement nor with intellectual impairment as this disorder of keratan sulfate has been described as a purely visceral and skeletal disorder. Neurocognitive assessment was undertaken of MPS IVa patients with age appropriate intellectual tests as well as a Child Behaviour Checklist as part of clinical follow up. Available neuroimaging studies (MRI and MR spectroscopy) were reviewed. Whilst more than half of the overall IQ scores fell in the average range, scores for 3/8 children fell below average. A number of behavioural problems were highlighted, including anxiety/depression, attention and somatic complaints. Subtle neuroimaging abnormalities were demonstrated in over half of the children. These findings present a challenge to existing assumptions about the nature of Morquio A syndrome. A hypothesis regarding the potential role of calcium signalling is explored.


Subject(s)
Intellectual Disability/diagnosis , Mucopolysaccharidosis IV/diagnosis , Mucopolysaccharidosis IV/physiopathology , Nervous System Diseases/diagnosis , Adolescent , Anxiety/diagnosis , Anxiety/etiology , Anxiety/physiopathology , Behavior , Child , Child, Preschool , Depression/diagnosis , Depression/etiology , Depression/physiopathology , Female , Humans , Intellectual Disability/etiology , Intellectual Disability/physiopathology , Male , Mucopolysaccharidosis IV/complications , Mucopolysaccharidosis IV/psychology , Nervous System Diseases/etiology , Nervous System Diseases/physiopathology , Neuroimaging/methods
13.
Br J Cancer ; 103(8): 1297-304, 2010 Oct 12.
Article in English | MEDLINE | ID: mdl-20842126

ABSTRACT

BACKGROUND: Human medulloblastomas exhibit diverse molecular pathology. Aberrant hedgehog signalling is found in 20-30% of human medulloblastomas with largely unknown metabolic consequences. METHODS: Transgenic mice over-expressing smoothened (SMO) receptor in granule cell precursors with high incidence of exophytic medulloblastomas were sequentially followed up by magnetic resonance imaging (MRI) and characterised for metabolite phenotypes by ¹H MR spectroscopy (MRS) in vivo and ex vivo using high-resolution magic angle spinning (HR-MAS) ¹H MRS. RESULTS: Medulloblastomas in the SMO mice presented as T2 hyperintense tumours in MRI. These tumours showed low concentrations of N-acetyl aspartate and high concentrations of choline-containing metabolites (CCMs), glycine, and taurine relative to the cerebellar parenchyma in the wild-type (WT) C57BL/6 mice. In contrast, ¹H MRS metabolite concentrations in normal appearing cerebellum of the SMO mice were not different from those in the WT mice. Macromolecule and lipid ¹H MRS signals in SMO medulloblastomas were not different from those detected in the cerebellum of WT mice. The HR-MAS analysis of SMO medulloblastomas confirmed the in vivo ¹H MRS metabolite profiles, and additionally revealed that phosphocholine was strongly elevated in medulloblastomas accounting for the high in vivo CCM. CONCLUSIONS: These metabolite profiles closely mirror those reported from human medulloblastomas confirming that SMO mice provide a realistic model for investigating metabolic aspects of this disease. Taurine, glycine, and CCM are potential metabolite biomarkers for the SMO medulloblastomas. The MRS data from the medulloblastomas with defined molecular pathology is discussed in the light of metabolite profiles reported from human tumours.


Subject(s)
Cerebellar Neoplasms/metabolism , Medulloblastoma/metabolism , Metabolome , Nuclear Magnetic Resonance, Biomolecular , Receptors, G-Protein-Coupled/genetics , Animals , Biomarkers, Tumor/analysis , Biomarkers, Tumor/metabolism , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Cerebellum/chemistry , Cerebellum/metabolism , Cerebellum/pathology , Choline/analysis , Choline/metabolism , Hydrogen/chemistry , Male , Medulloblastoma/genetics , Medulloblastoma/pathology , Mice , Mice, Inbred C57BL , Mice, Transgenic , Phenotype , Receptors, G-Protein-Coupled/physiology , Smoothened Receptor , Taurine/analysis , Taurine/metabolism , Tumor Burden/physiology
14.
NMR Biomed ; 23(1): 80-7, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19795380

ABSTRACT

Management of brain tumours in children would benefit from improved non-invasive diagnosis, characterisation and prognostic biomarkers. Metabolite profiles derived from in-vivo MRS have been shown to provide such information. Studies indicate that using optimum a priori information on metabolite contents in the construction of linear combination (LC) models of MR spectra leads to improved metabolite profile estimation. Glycine (Gly) is usually neglected in such models due to strong overlap with myo-inositol (mI) and a low concentration in normal brain. However, biological studies indicate that Gly is abundant in high-grade brain tumours. This study aimed to investigate the quantitation of Gly in paediatric brain tumours using MRS analysed by LCModel, and its potential as a non-invasive biomarker of malignancy. Single-voxel MRS was performed using PRESS (TR 1500 ms, TE 30 ms/135 ms) on a 1.5 T scanner. Forty-seven cases (18 high grade (HG), 17 low grade (LG), 12 ungraded) were retrospectively selected if both short-TE and long-TE MRS (n = 33) or short-TE MRS and high-resolution magic-angle spinning (HRMAS) of matched surgical samples (n = 15) were available. The inclusion of Gly in LCModel analyses led to significantly reduced fit residues for both short-TE and long-TE MRS (p < 0.05). The Gly concentrations estimated from short-TE MRS were significantly correlated with the long-TE values (R = 0.91, p < 0.001). The Gly concentration estimated by LCModel was significantly higher in HG versus LG tumours for both short-TE (p < 1e-6) and long-TE (p = 0.003) MRS. This was consistent with the HRMAS results, which showed a significantly higher normalised Gly concentration in HG tumours (p < 0.05) and a significant correlation with the normalised Gly concentration measured from short-TE in-vivo MRS (p < 0.05). This study suggests that glycine can be reliably detected in paediatric brain tumours using in-vivo MRS on standard clinical scanners and that it is a promising biomarker of tumour aggressiveness.


Subject(s)
Biomarkers, Tumor/metabolism , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Glycine , Magnetic Resonance Spectroscopy , Animals , Brain Neoplasms/diagnosis , Child , Glycine/metabolism , Humans , Magnetic Resonance Spectroscopy/instrumentation , Magnetic Resonance Spectroscopy/methods , Prognosis , Rats
15.
NMR Biomed ; 21(8): 908-18, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18613254

ABSTRACT

(1)H MRS has great potential for the clinical investigation of childhood brain tumours, but the low incidence in, and difficulties of performing trials on, children have hampered progress in this area. Most studies have used a long-TE, thus limiting the metabolite information obtained, and multivariate analysis has been largely unexplored. Thirty-five children with untreated cerebellar tumours (18 medulloblastomas, 12 pilocytic astrocytomas and five ependymomas) were investigated using a single-voxel short-TE PRESS sequence on a 1.5 T scanner. Spectra were analysed using LCModel to yield metabolite profiles, and key metabolite assignments were verified by comparison with high-resolution magic-angle-spinning NMR of representative tumour biopsy samples. In addition to univariate metabolite comparisons, the use of multivariate classifiers was investigated. Principal component analysis was used for dimension reduction, and linear discriminant analysis was used for variable selection and classification. A bootstrap cross-validation method suitable for estimating the true performance of classifiers in small datasets was used. The discriminant function coefficients were stable and showed that medulloblastomas were characterised by high taurine, phosphocholine and glutamate and low glutamine, astrocytomas were distinguished by low creatine and high N-acetylaspartate, and ependymomas were differentiated by high myo-inositol and glycerophosphocholine. The same metabolite features were seen in NMR spectra of ex vivo samples. Successful classification was achieved for glial-cell (astrocytoma + ependymoma) versus non-glial-cell (medulloblastoma) tumours, with a bootstrap 0.632 + error, e(B.632+), of 5.3%. For astrocytoma vs medulloblastoma and astrocytoma vs medulloblastoma vs ependymoma classification, the e(B.632+) was 6.9% and 7.1%, respectively. The study showed that (1)H MRS detects key differences in the metabolite profiles for the main types of childhood cerebellar tumours and that discriminant analysis of metabolite profiles is a promising tool for classification. The findings warrant confirmation by larger multi-centre studies.


Subject(s)
Biomarkers, Tumor/analysis , Cerebellar Neoplasms/diagnosis , Cerebellar Neoplasms/metabolism , Magnetic Resonance Spectroscopy/methods , Protons , Child , Female , Humans , Male , Reproducibility of Results , Sensitivity and Specificity
16.
Childs Nerv Syst ; 23(2): 163-9, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17106750

ABSTRACT

AIMS: To explore short echo time (30 ms) 1 H magnetic resonance spectroscopy (MRS) in children with brain tumours and determine the contributions to the characterization of these tumours of the metabolites inositol/myoinositol and glutamate/glutamine, which are not visible at long echo times (135 or 270 ms). METHODS: Over a 12-month period 86 single-voxel MRS investigations were performed on 59 children with various brain tumours on a Siemens Symphony 1.5-T Magnetom using point-resolved spectroscopy and echo time of 30 ms. RESULTS: The procedure was well tolerated, and good-quality data were obtained. N-Acetyl aspartate (NAA)/Choline (Cho) and creatine (Cr)/Cho concentration ratios were significantly (p<0.001) lower in tumour (0.95 and 1.63, respectively) compared with non-involved brain (3.68 and 3.98, respectively) in all histological types. Inositol/Myoinositol (Inos)/Cho ratios were significantly (p<0.05) lower in untreated tumours (1.91) than in treated tumours (3.93) and in non-involved brain (3.32). Inos/Cho ratios were high in diffuse pontine gliomas and low in medulloblastomas and supratentorial primitive neuroectodermal tumours (p<0.01). Glutamate/Glutamine (Glut)/Cho ratios were high in grade 1 astrocytomas (6.4) and unbiopsied optic gliomas (9.84) but low in diffuse pontine gliomas (2.44). Lipids and macromolecules were present in most tumours but in low quantities in non-involved brain. CONCLUSION: Good-quality short echo time MRS data can be collected routinely on children with brain tumours. Inos and Glut levels show greater variability between tumour types than NAA, Cho and Cr present at long echo times, providing improved tumour characterization. Inos/Cho levels differ between untreated and treated tumours and may be useful for treatment monitoring.


Subject(s)
Brain Neoplasms/diagnosis , Magnetic Resonance Spectroscopy , Aspartic Acid/analogs & derivatives , Aspartic Acid/metabolism , Brain Neoplasms/classification , Child , Child, Preschool , Choline/metabolism , Creatine , Female , Humans , Hydrogen , Male , Retrospective Studies , Time Factors
17.
Childs Nerv Syst ; 23(4): 399-405, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17119978

ABSTRACT

AIM: While the impact of radiotherapy in the management of medulloblastoma was recognised, the introduction of chemotherapy was investigated in clinical trials and shown to confer an additional advantage. We reviewed the outcome of a series of consecutive patients to assess the impact in a population-based clinical establishment. MATERIALS AND METHODS: A series of 38 children treated for medulloblastoma at Birmingham Children's Hospital between 1994 and 2003 was analysed. The effect of surgery, radiotherapy, chemotherapy and metastasis on survival was analysed. RESULTS: The overall 5-year survival rate was 61.4% for the 36 patients who had resective surgery, while 2 patients had biopsy only and died within a few months. There was no operative mortality. The incidence of hydrocephalus needing permanent shunting was higher in the first 3 years of life (p = 0.007, chi-square). The 5-year survival rate of patients with total and sub-total excision of medulloblastoma was 61.1% and 61.8%, respectively. The 5-year survival rate of patients older than 3 years was 73.4% and for patients under 3 years was 36.3% (p = 0.007, log rank). Metastases at presentation did not influence survival. All deaths occurred in the first 32 months. CONCLUSION: The contribution of chemotherapy in the improvement of the overall survival appears more evident in children younger than 3 years or presenting with metastases. The absence of significant difference in survival between patients with total or sub-total excision of medulloblastoma supports the view that total excision of medulloblastoma can be avoided when the risk for potential intra-operative damage and consequent neurological deficits is high.


Subject(s)
Cerebellar Neoplasms/therapy , Infratentorial Neoplasms/therapy , Medulloblastoma/therapy , Treatment Outcome , Child , Child, Preschool , Combined Modality Therapy , Female , Humans , Hydrocephalus , Infant , Infant, Newborn , Male , Neoplasm Metastasis , Radiosurgery , Retrospective Studies , Survival Rate
18.
Pediatr Blood Cancer ; 44(2): 103-13, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15495214

ABSTRACT

Imaging plays a fundamental role in the management of children with brain tumours. A series of new techniques, commonly grouped under the heading functional imaging, promise to give information on the properties and biological characteristics of tissues thereby adding to the structural information available from current imaging. The EPSRC funded a workshop to bring together clinicians from the UK Children's Cancer Study Group and scientific experts in the field to identify clinical problems in childhood brain tumours that may be addressed by functional imaging and to develop a clinical test bed for applying, evaluating and developing this new technology. The presentations and discussion sessions from the workshop are summarised and a review of the current 'state of the art' for this rapidly developing area provided. A key output of the workshop was agreement on a series of hypotheses which can be tested in carefully designed clinical studies.


Subject(s)
Brain Neoplasms/diagnosis , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Brain Neoplasms/therapy , Child , Ependymoma/diagnosis , Ependymoma/therapy , Glioma/diagnosis , Glioma/therapy , Humans , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Positron-Emission Tomography
20.
J Oral Maxillofac Surg ; 53(12): 1386-91, 1995 Dec.
Article in English | MEDLINE | ID: mdl-7490647

ABSTRACT

The oral and maxillofacial surgeon is aware of the need to evaluate and treat the entire facial complex. To gain maximum esthetic results, excessive ear prominence occasionally needs to be addressed. Excessive ear prominence can be the result of failure of scapha folding, conchal hypertrophy, conchal malposition, or a combination of these deformities. Management of this problem is based on the accurate diagnosis of the deformity and a thorough understanding of the basic techniques that address them. This article presents an overview of otoplasty for the treatment of prominent ears.


Subject(s)
Ear, External/abnormalities , Ear, External/surgery , Surgery, Plastic/methods , Contraindications , Female , Humans , Male , Postoperative Care , Postoperative Complications/epidemiology , Surgical Procedures, Operative
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