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1.
Sci Rep ; 8(1): 9172, 2018 06 15.
Article in English | MEDLINE | ID: mdl-29907864

ABSTRACT

Non Muscle Invasive Bladder Cancer (NMIBC) is among the most frequent malignant cancers worldwide. NMIBC is treated by transurethral resection of the bladder tumor (TURBT) and intravesical therapies, and has the highest recurrence rate among solid tumors. It requires a lifelong patient monitoring based on repeated cystoscopy and urinary cytology, both having drawbacks that include lack of sensitivity and specificity, invasiveness and care costs. We conducted an investigative clinical study to examine changes in the urinary metabolome of NMBIC patients before and after TURBT, as well during the subsequent surveillance period. Adjusting by prior probability of recurrence per risk, discriminant analysis of UPLC-MS metabolic profiles, displayed negative predictive values for low, low-intermediate, high-intermediate and high risk patient groups of 96.5%, 94.0%, 92.9% and 76.1% respectively. Detailed analysis of the metabolome revealed several candidate metabolites and perturbed phenylalanine, arginine, proline and tryptophan metabolisms as putative biomarkers. A pilot retrospective analysis of longitudinal trajectories of a BC metabolic biomarkers during post TURBT surveillance was carried out and the results give strong support for the clinical use of metabolomic profiling in assessing NMIBC recurrence.


Subject(s)
Biomarkers, Tumor/urine , Metabolome , Metabolomics , Urinary Bladder Neoplasms , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Urinary Bladder Neoplasms/diagnosis , Urinary Bladder Neoplasms/urine
2.
Nanoscale ; 10(1): 239-249, 2017 Dec 21.
Article in English | MEDLINE | ID: mdl-29210428

ABSTRACT

Gated mesoporous silica nanoparticles can deliver payload upon the application of a predefined stimulus, and therefore are promising drug delivery systems. Despite their important role, relatively low emphasis has been placed on the design of gating systems that actively target carbohydrate tumor cell membrane receptors. We describe herein a new Lewis X (Lex) antigen-targeted delivery system comprising mesoporous silica nanoparticles (MSNs) loaded with ATTO 430LS dye, functionalized with a Lex derivative (1) and capped with a fucose-specific carbohydrate-binding protein (Aleuria aurantia lectin (AAL)). This design takes advantage of the affinity of AAL for Lex overexpressed receptors in certain cancer cells. In the proximity of the cells, AAL is detached from MSNs to bind Lex, and selectins in the cells bind Lex in the gated MSNs, thereby inducing cargo delivery. Gated MSNs are nontoxic to colon cancer DLD-1 cells, and ATTO 430LS dye delivered correlated with the amount of Lex antigen overexpressed at the DLD-1 cell surface. This is one of the few examples of MSNs using biologically relevant glycans for both capping (via interaction with AAL) and targeting (via interaction with overexpressed Lex at the cell membrane).


Subject(s)
Drug Delivery Systems , Lectins , Lewis X Antigen/metabolism , Nanoparticles , Silicon Dioxide , Cell Line, Tumor , Humans , Polysaccharides , Porosity
3.
Rev Neurol ; 59(1): 1-7, 2014 Jul 01.
Article in English, Spanish | MEDLINE | ID: mdl-24965924

ABSTRACT

INTRODUCTION. Previous studies have suggested morphometric and functional abnormalities in the inferior colliculus in patients with schizophrenia. Auditory hallucinations are one of the central symptoms in schizophrenia. In this complex and multidimensional event both attention and emotion are thought to play a key role. AIM. To study metabolic changes in the inferior colliculus, a nucleus integrated in the auditory pathway, in patients with schizophrenia and the possible relationship with auditory hallucinations. SUBJECTS AND METHODS. Magnetic resonance spectroscopic imaging studies were performed in 30 right-handed patients with chronic schizophrenia (19 of them with auditory hallucinations) and 28 controls. A magnetic resonance spectroscopic imaging 2D slice was acquired and the voxels representative of both inferior colliculi were selected. N-acetylaspartate (NAA), creatine (Cr) and choline (Cho) peak areas were measured. RESULTS. The patients with schizophrenia showed a NAA/Cr significant reduction in the right inferior colliculus compared to the control subjects. The metabolic data in the right inferior colliculus were correlated with emotional auditory hallucinations items. CONCLUSIONS. The contribution of the inferior colliculus on neural underpinnings of auditory hallucinations is particularly relevant for the right inferior colliculus and is centered on attention-emotional component of this symptom.


TITLE: Estudio del coliculo inferior de pacientes con esquizofrenia mediante espectroscopia de resonancia magnetica.Introduccion. Algunos estudios anteriores en pacientes con esquizofrenia han sugerido alteraciones morfometricas y funcionales en el coliculo inferior. Las alucinaciones auditivas son uno de los sintomas centrales en la esquizofrenia. Se piensa que en este evento complejo y multidisciplinar, tanto la atencion como la emocion desempeñan un papel clave. Objetivo. Estudiar los cambios metabolicos en el coliculo inferior, un nucleo integrado en la via auditiva, en pacientes con esquizofrenia y su posible relacion con las alucinaciones auditivas. Sujetos y metodos. Se llevaron a cabo estudios de espectroscopia de resonancia magnetica en 30 pacientes diestros con esquizofrenia cronica (19 de ellos con alucinaciones auditivas) y 28 controles. Se adquirio una secuencia 2D de espectroscopia de resonancia magnetica y se seleccionaron los voxeles representativos de ambos coliculos inferiores. Se calculo el area de los picos de N-acetilaspartato (NAA), creatina (Cr) y colina (Co). Resultados. Los pacientes con esquizofrenia mostraron una reduccion significativa de NAA/Cr en el coliculo inferior derecho comparados con los sujetos control. Los datos metabolicos en el coliculo inferior derecho se correlacionaron con los items emocionales de las alucinaciones auditivas. Conclusiones. La contribucion del coliculo inferior a las bases neuronales de las alucinaciones auditivas es particularmente relevante para el coliculo inferior derecho y se centra en el componente atencional-emocional de este sintoma.


Subject(s)
Inferior Colliculi/chemistry , Nuclear Magnetic Resonance, Biomolecular , Schizophrenia/metabolism , Adult , Antipsychotic Agents/therapeutic use , Aspartic Acid/analogs & derivatives , Aspartic Acid/analysis , Chlorpromazine/therapeutic use , Choline/analysis , Creatine/analysis , Female , Hallucinations/etiology , Hallucinations/metabolism , Hallucinations/pathology , Humans , Inferior Colliculi/pathology , Male , Middle Aged , Schizophrenia/complications , Schizophrenia/drug therapy , Schizophrenia/pathology
4.
MAGMA ; 24(1): 35-42, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21249420

ABSTRACT

OBJECT: This study demonstrates that 3T SV-MRS data can be used with the currently available automatic brain tumour diagnostic classifiers which were trained on databases of 1.5T spectra. This will allow the existing large databases of 1.5T MRS data to be used for diagnostic classification of 3T spectra, and perhaps also the combination of 1.5T and 3T databases. MATERIALS AND METHODS: Brain tumour classifiers trained with 154 1.5T spectra to discriminate among high grade malignant tumours and common grade II glial tumours were evaluated with a subsequently-acquired set of 155 1.5T and 37 3T spectra. A similarity study between spectra and main brain tumour metabolite ratios for both field strengths (1.5T and 3T) was also performed. RESULTS: Our results showed that classifiers trained with 1.5T samples had similar accuracy for both test datasets (0.87 ± 0.03 for 1.5T and 0.88 ± 0.03 for 3.0T). Moreover, non-significant differences were observed with most metabolite ratios and spectral patterns. CONCLUSION: These results encourage the use of existing classifiers based on 1.5T datasets for diagnosis with 3T (1)H SV-MRS. The large 1.5T databases compiled throughout many years and the prediction models based on 1.5T acquisitions can therefore continue to be used with data from the new 3T instruments.


Subject(s)
Brain Neoplasms/diagnosis , Databases, Factual , Magnetic Resonance Spectroscopy/methods , Pattern Recognition, Automated/methods , Brain Neoplasms/metabolism , Humans , Protons , Sensitivity and Specificity
5.
Magn Reson Med ; 65(2): 320-8, 2011 Feb.
Article in English | MEDLINE | ID: mdl-20928877

ABSTRACT

In gliomas one can observe distinct histopathological tissue properties, such as viable tumor cells, necrotic tissue or regions where the tumor infiltrates normal brain. A first screening between the different intratumoral histopathological tissue properties would greatly assist in correctly diagnosing and prognosing gliomas. The potential of ex vivo high resolution magic angle spinning spectroscopy in characterizing these properties is analyzed and the biochemical differences between necrosis, high cellularity and border tumor regions in adult human gliomas are investigated. Statistical studies applied on sets of metabolite concentrations and metabolite ratios extracted from 52 high resolution magic angle spinning recordings coming from patients with different grades of glial tumors show a strong correlation between the histopathological tissue properties and the considered metabolic profiles, regardless of the malignancy grade. The results are in agreement with the pathology obtained by the histopathological examination that succeeded the high resolution magic angle spinning measurements. The metabolite concentration set can better differentiate between the considered histopathological tissue properties compared to the ratios. Representative reference tissue models describing the metabolic behavior are extracted for characterizing the intratumoral tissue properties. The proposed metabolic profiles reflect that the metabolites behavior is interconnected, and typical biochemical patterns emerge for each histopathological tissue property.


Subject(s)
Brain Neoplasms/pathology , Glioma/pathology , Magnetic Resonance Spectroscopy , Adult , Biopsy , Brain Neoplasms/metabolism , Glioma/metabolism , Humans , In Vitro Techniques , Magnetic Resonance Spectroscopy/methods
6.
Radiologia ; 53(1): 47-55, 2011.
Article in Spanish | MEDLINE | ID: mdl-20825957

ABSTRACT

OBJECTIVE: To determine the viability of quadrature coils for detecting prostate cancer using single voxel and multivoxel spectroscopy images. MATERIAL AND METHODS: We used a quadrature coil on a 1.5T MR scanner to evaluate 23 patients with suspected prostate cancer and prostate specific antigen levels greater than 4ng/ml (mean 12±8ng/ml), independently of findings at digital rectal examination. We acquired T2-weighted images and MR spectroscopy images. We also acquired single voxel studies in areas in which the T2-weighted images or the multivoxel images were altered. We used a citrate solution to verify the spectroscopic calibration. RESULTS: Using spectroscopy images and a (Co+Cr)/Cit cutoff of 1.40 in single voxel spectroscopy, we achieved a sensitivity of 92%, specificity of 55%, a negative predictive value of 86%, and a positive predictive value of 69%. Using a cutoff of 0.75 decreased specificity slightly (45%). The (Co+Cr)/Cit ratio calculated for the single volume obtained from the most abnormal area in the T2-weighted images and in the multivoxel spectroscopy slices was not significantly different between cancerous and non-cancerous tissues (ANOVA, p=0.1), although there was a clear trend toward increased coefficients with hyperplasia and neoplastic degeneration. CONCLUSION: The quadrature coil enables multivoxel and single voxel spectroscopic images of clinically and technically acceptable quality to be obtained. Using single voxel spectroscopy does not improve the diagnostic performance of multivoxel spectroscopy and T2-weighted images.


Subject(s)
Magnetic Resonance Spectroscopy , Prostatic Neoplasms/diagnosis , Aged , Aged, 80 and over , Humans , Magnetic Resonance Spectroscopy/instrumentation , Male , Middle Aged , Reproducibility of Results
7.
Article in English | MEDLINE | ID: mdl-21096855

ABSTRACT

Given High Resolution Magic Angle Spinning (HR-MAS) signals from several glioblastoma tumor subjects, the goal is to differentiate between tumor tissue types by separating the different sources that contribute to the profile of each spectrum. Blind source separation techniques are applied for obtaining characteristic profiles for necrosis, high cellular tumor and border tumor tissue, and providing the contribution (abundance) of each tumor tissue to the profile of the spectra. The problem is formulated as a non-negative source separation problem. We illustrate the effectiveness of the proposed methods and we analyze to which extent the dimension of the input space could influence the performance by comparing the results on the full magnitude signals and on dimensionally reduced spaces.


Subject(s)
Biomarkers, Tumor/analysis , Brain Neoplasms/diagnosis , Brain Neoplasms/metabolism , Diagnosis, Computer-Assisted/methods , Glioblastoma/diagnosis , Glioblastoma/metabolism , Magnetic Resonance Spectroscopy/methods , Algorithms , Humans , Pattern Recognition, Automated/methods , Reproducibility of Results , Sensitivity and Specificity
8.
Q J Nucl Med Mol Imaging ; 53(6): 618-30, 2009 Dec.
Article in English | MEDLINE | ID: mdl-20016453

ABSTRACT

Magnetic resonance spectroscopic imaging (MRSI) is a non-invasive imaging technique that provides metabolic information on brain tumor. This biochemical information can be processed and presented as density maps of several metabolites, among them N-acetylaspartate (marker of neuronal viability), choline (marker of membrane turnover), creatine (related to the energy state of the cells), myo-Inositol (exclusively found in astrocytes), lipids and lactate (observed in necrosis and other pathological processes) which mean relevant information in the context of brain tumors. Thus, this technique is a multiparametrical molecular imaging method that can complete the magnetic resonance imaging (MRI) study enabling the detection of biochemical patterns of different features and aspects of brain tumors. In this article, the role of MRSI as a molecular imaging technique to provide biochemical information on human brain tumors is reviewed. The most frequent questions and situations in the study of human brain tumors in clinical settings will be considered, as well as the distinction of neoplastic lesions from non neoplastic, the tumor type identification, the study of heterogeneity and infiltration of normal appearing white matter and the therapy following with detection of side effects. The great amount of data in MRSI acquisition compared to the single voxel techniques requires the use of automated methods of quantification, but the possibility to obtain self-reference in the non-affected areas allows different strategies for data handling and interpretation, as presented in the literature. The combination of MRSI with other physiological MRI techniques and positron emission tomography is also included in this review.


Subject(s)
Brain Neoplasms/diagnosis , Brain Neoplasms/pathology , Magnetic Resonance Spectroscopy/methods , Protons , Aspartic Acid/analogs & derivatives , Aspartic Acid/pharmacology , Brain/pathology , Brain Diseases/pathology , Choline/chemistry , Creatinine/chemistry , Glioblastoma/pathology , Humans , Inositol/chemistry , Magnetic Resonance Imaging , Multiple Sclerosis/pathology , Necrosis , Positron-Emission Tomography/methods
9.
Schizophr Res ; 104(1-3): 13-22, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18650068

ABSTRACT

OBJECTIVE: Previous studies have found neurochemical abnormalities in thalamic nuclei in patients with schizophrenia. These abnormalities have been associated with information processing deficiencies and symptom formation. There are no metabolic spectroscopy studies in patients with schizophrenia attending to auditory hallucinations. The aim of the present study is to explore metabolic Magnetic Resonance Spectroscopy (MRS) ratio differences in the thalamus between schizophrenic patients with and without auditory hallucinations and control subjects. METHODS: MRS studies (MRI 1.5 T unit) were performed in 49 patients with schizophrenia (30 with auditory hallucinations and 19 without auditory hallucinations) and 37 controls. (1)H MRS imaging was used to acquire 2 transverse slices (TR/TE 2700/272 ms, region of interest 110 x 100 x 23 mm). In the quantitative analysis four elements of volume (9.2 x 9.2 x 23 x 4 mm), added into one spectrum representative of each thalamus, were chosen in the slice passing through the main body of the thalamus. The areas of metabolites were integrated with the jMRUI program. RESULTS: The patients with schizophrenia had significantly lower bilateral NAA/Cho ratios when compared with healthy subjects. There was also a lower NAA/Cho ratio in the right thalamus in patients with auditory hallucinations compared to patients without auditory hallucinations and control subjects. Significant correlations were found between metabolic ratios and BPRS, PANSS and PSYRATS scores, age of onset of auditory hallucinations, and age of subjects. CONCLUSIONS: Choline and NAA ratio abnormalities determined by thalamic spectroscopy may be related to the pathogenesis of auditory hallucinations in patients with schizophrenia.


Subject(s)
Aspartic Acid/analogs & derivatives , Choline/metabolism , Creatine/metabolism , Hallucinations , Magnetic Resonance Spectroscopy/methods , Schizophrenia , Thalamus/metabolism , Thalamus/physiopathology , Adult , Aspartic Acid/metabolism , Brief Psychiatric Rating Scale , Diagnostic and Statistical Manual of Mental Disorders , Functional Laterality/physiology , Hallucinations/epidemiology , Hallucinations/metabolism , Hallucinations/physiopathology , Humans , Male , Schizophrenia/epidemiology , Schizophrenia/metabolism , Schizophrenia/physiopathology
10.
Rev Neurol ; 45(8): 468-73, 2007.
Article in Spanish | MEDLINE | ID: mdl-17948212

ABSTRACT

AIM: To evaluate the relationship between the total brain T2-hyperintense lesion volume (TBT2LV) and the axonal damage in the normal-appearing white matter of brainstem measured by 1H-MRS in a group of early relapsing-remitting multiple sclerosis patients. SUBJECTS AND METHODS: 40 relapsing-remitting multiple sclerosis patients and ten sex- and age-matched healthy subjects were prospectively studied for two years. T2-weighted MR and 1H-MRS imaging were acquired at time of recruitment and at year two. The TBT2LV was calculated with a semiautomatic program; N-acetylaspartate (NAA), creatine (Cr) and choline (Cho) resonances areas were integrated with jMRUI program and the ratios were calculated for four volume elements that represented the brainstem. RESULTS: At basal study we obtained an axonal loss (as a decrement of NAA/ Cho ratio) in the group of patients compared with controls (p = 0.017); this axonal loss increased at the second year of the follow-up for patients (NAA/Cho decrease, p = 0.004, and NAA/Cr decrease, p = 0.002) meanwhile control subjects had no significant metabolic changes. Higher lesion load was correlated with a poor clinical outcome, being the correlation between the basal TBT2LV and the Expanded Disability Status Scale at second year (r = 0.299; p = 0.05). Besides, axonal loss was not homogeneous for all multiple sclerosis patients, being stronger in the subgroup of patients with high basal TBT2LV (p = 0.043; ANOVA). CONCLUSION: Our data suggest that axonal damage is early in multiple sclerosis and higher in patients high basal TBT2LV, suggesting a possible relationship between these two phenomena.


Subject(s)
Axons/pathology , Brain Stem/pathology , Multiple Sclerosis, Relapsing-Remitting/pathology , Adult , Disability Evaluation , Female , Humans , Magnetic Resonance Spectroscopy , Male , Prospective Studies , Statistics as Topic
11.
Neurology ; 69(1): 63-7, 2007 Jul 03.
Article in English | MEDLINE | ID: mdl-17606882

ABSTRACT

OBJECTIVE: To assess the relationship between the spectroscopically measured axonal damage in the normal-appearing white matter of the brainstem, the total brain T2-hyperintense lesion volume (T2LV), and disability in patients with early relapsing-remitting multiple sclerosis (RRMS). METHODS: Forty-three RRMS patients and 10 sex- and age-matched healthy controls were prospectively studied for 2 years. T2-weighted magnetic resonance (MR) images and proton MR spectroscopy were acquired at the time of recruitment and at year 2. Brainstem was considered, where large tracts join together, as a suitable region to detect early axonal damage. The T2LV was calculated with a semiautomatic program; N-acetylaspartate (NAA), creatine (Cr), and choline (Cho) resonances areas were integrated with the jMRUI program, and the ratios were calculated for the sum of the volume elements represented at brainstem. RESULTS: The basal NAA/Cho ratio was significantly decreased in patients compared with controls. After 2-year follow-up, there was a decrease in the NAA/Cho (-9%; p = 0.002) and NAA/Cr (-13%; p = 0.001) ratios, and an increase in the T2LV (19%; p = 0.043) in multiple sclerosis patients, whereas control subjects had no significant metabolic changes. Significant NAA/Cr ratio decreases were observed in both patients, with and without relapses, whereas T2LV only increased in patients with relapses. The final Expanded Disability Status Scale (EDSS) score correlated with T2LV at baseline, but no significant correlations were found between metabolic values, T2LV change, or EDSS score over the study period. CONCLUSIONS: Our data reveal an early and progressive axonal damage in relapsing-remitting multiple sclerosis. Axonal loss and T2 lesion volume seem to be at least partly dissociated processes in early stages of the disease.


Subject(s)
Axons/pathology , Multiple Sclerosis, Relapsing-Remitting/pathology , Adult , Aspartic Acid/analogs & derivatives , Aspartic Acid/analysis , Brain/pathology , Brain Chemistry , Choline/analysis , Creatine/analysis , Disease Progression , Female , Follow-Up Studies , Humans , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Male , Prospective Studies , Severity of Illness Index
12.
Neurologia ; 22(5): 267-74, 2007 Jun.
Article in Spanish | MEDLINE | ID: mdl-17508300

ABSTRACT

INTRODUCTION: The objective is analyze the complementarity between 1H magnetic resonance spectroscopy (MRS) and magnetic resonance (MR) imaging in the global diagnosis of Alzheimer's disease (AD) or vascular dementia (VD). METHODS: We studied 168 patients with cognitive impairment from AD, VD, mild cognitive impairment (MCI) and major depression. All patients were evaluated by brain MR imaging and MRS using two sample volumes localized at right medial temporal gyrus and posterior parietal gyrus. Metabolites analyzed were N-acetylaspartate (NAA), myo-Inositol (mI), Choline (Cho) and creatine (Cr), as standard references for obtaining the Co/Cr, mI/Cr and NAA/Cr ratios. Imaging and spectroscopy alterations were graded from 0 to 4 and the average of both was used to draw ROC and SROC curves. Area under ROC curve (Az) was used as a measure of discriminative ability. RESULTS: Combination of MR imaging and MRS significantly improved AD diagnosis (Global Az: 0.722 vs. MR imaging Az: 0.624; p: 0.003). However, the combination of MR imaging and MRS did not improve VD diagnosis. SROC curve obtained for the diagnosis of global dementia was Az: 0.6658 with 0.67 sensitivity and 0.65 specificity. CONCLUSIONS: Combination of both MR techniques significantly improved AD diagnosis versus MR imaging alone. More studies are needed to enhance VD classification. Metabolic data found by MRS can be useful to differentiate cognitive impairment


Subject(s)
Alzheimer Disease , Dementia, Vascular , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/pathology , Data Interpretation, Statistical , Dementia, Vascular/diagnosis , Dementia, Vascular/pathology , Female , Humans , Male , Middle Aged , ROC Curve , Reproducibility of Results
13.
Adv Exp Med Biol ; 587: 285-302, 2006.
Article in English | MEDLINE | ID: mdl-17163172

ABSTRACT

Molecular imaging has become during the last years in an important tool for supporting cancer diagnosis and prognosis. PET and SPECT are the most common molecular imaging techniques, although very promising and specific biological molecular agent contrast for CT and MRI are being recently developed. However, the above imaging techniques require exogenous contrast agents and usually a sole molecular image can be obtained at once. On the contrary, in vivo magnetic resonance spectroscopy (MRS), in particular 1H MRS can simultaneously provide several molecular images using endogenous metabolites. In addition to biochemical spatial information from molecular imaging spectroscopy, MRS can also provide average metabolite profile of the selected affected tissue region. Initially MRS, especially 1H MRS, was extensively applied to complete and improve the diagnosis and prognosis of central nervous system (CNS) pathologies, in particular brain tumors. However, during the last years the MRS applications have been extent to the diagnosis of different very common cancer types such as breast, prostate, colon carcinoma, and ovarian, among others. Likewise, MRS has been also used for lymph node assessment. In this contribution, the added value of MRS for the diagnosis, prognosis, and treatment selection of two different, important types of cancer: (1) brain tumors and (2) prostate, will be presented and discussed. Brain tumors are the leading cause of death in children under 15, and although in adults, brain cancers are proportionately less common than other cancers, it is a devastating disease with high mortality. There is a great need to increase our understanding of brain tumor biology to improve diagnosis and to develop new treatments. 1H MRS is currently the only noninvasive method that can be used to investigate molecular profile of brain tumors and also provide molecular images, more than six in one acquisition, of the distribution of chemicals in a tumor, which are also generally heterogeneous. A summary of the applications of 1H MRS to the in vivo diagnosis and prognosis of brain tumors will be presented. In addition, examples of metabolite limits, infiltration and high cellularity location for neurosurgery applications by MRS molecular images will be shown. Likewise, new ex vivo methods of studying the detailed biochemistry of tumor biopsies as metabolomic (high resolution magic angle spinning [HR-MAS]) and transcriptomic (DNA microarrays) will be discussed as complementary to in vivo MRS (FP6 European project eTUMOR). A preliminary comparison between molecular images from PET and 1H MRS will be also presented. Finally, the application of 1H MRS to the improvement of prostate diagnosis and prognosis, the second leading cause of cancer death, will also discussed, with particular attention to the location cancer contribution from MRS molecular images.


Subject(s)
Brain Neoplasms/diagnosis , Brain Neoplasms/metabolism , Magnetic Resonance Spectroscopy , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/metabolism , Humans , Male , Prognosis , Protons
14.
Radiologia ; 48(5): 301-7, 2006.
Article in Spanish | MEDLINE | ID: mdl-17168239

ABSTRACT

OBJECTIVE: To analyze the diagnostic accuracy of proton magnetic resonance spectroscopy (1H MRS) in patients with cognitive impairment and to establish the usefulness of complementary information provided by conventional magnetic resonance imaging (MRI). MATERIAL AND METHODS: 64 patients with cognitive impairment, including Alzheimer's disease (AD) (n=31), vascular dementia (n=6), mild cognitive impairment (MCI) (n=9), and major depression (n=18), were studied. All patients underwent cerebral MRI and single-volume 1H MRS using two echo times (TE, 31 and 136 ms) in the posterior cingulate gyrus and right temporal lobe. The metabolites analyzed were N-acetylaspartate (NAA), myo-Inositol (mI), choline (Ch), and creatine (Cr), and the ratios of Ch/Cr, mI/Cr, NAA/mI and NAA/Cr were calculated. In order to differentiate among the different types of cognitive impairment, the alterations in imaging and spectroscopy findings were graded from 0 to 4, as was the mean combination of the two, and then ROC curves were obtained. RESULTS: Statistically significant differences were found between the spectra of patients with dementia (AD and vascular dementia) and those without dementia (MCI and depression) in the posterior cingulate gyrus. The NAA/mI ratio yielded the best area under the ROC curve, with the best sensitivity (82.5%) and specificity (72.7%) in the diagnosis of AD. The NAA/mI and mI/Cr quotients differentiated between the four degenerative pathologies causing the cognitive impairment. The combination of MRI and 1H MRS significantly improved the accuracy of the diagnosis of AD. CONCLUSIONS: The metabolic differences found among patients with cognitive impairment using 1H MRS can be useful for differentiating AD, vascular dementia, MCI, and depression. The combination of spectroscopy and MRI findings is useful in the diagnosis of AD.


Subject(s)
Alzheimer Disease/classification , Alzheimer Disease/diagnosis , Cognition Disorders/classification , Cognition Disorders/diagnosis , Dementia, Vascular/classification , Dementia, Vascular/diagnosis , Depressive Disorder/classification , Depressive Disorder/diagnosis , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Aged , Diagnosis, Differential , Female , Humans , Male , Prospective Studies , Reproducibility of Results
15.
Acta Radiol ; 46(1): 83-8, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15841744

ABSTRACT

PURPOSE: To evaluate the value of magnetic resonance (MR) myelography in the evaluation of intervertebral disk and end-plate degenerative changes in the lumbar spine. MATERIAL AND METHODS: Conventional MR and MR myelography examinations were performed in 150 consecutive patients (69 F and 81 M, mean age 45+/-15 years, range 18 89). Sagittal T1 and T2-weighted TSE images were compared to MR myelography obtained with a multishot-TSE-T2-weighted sequence (4000/250/fat suppression). Coronal, sagittal, and both oblique MR myelography projections were obtained. Image analysis was carried out independently by two radiologists who categorized lumbar disks into normal, degenerated, or edematous; and vertebral end plates into normal, edematous, or with fatty changes. The proportions were statistically compared at every lumbar intervertebral level. RESULTS: There was good agreement in the classification of disk disease (Kappa: 0.8-0.9). MRI detected a larger number of disk degeneration and end-plate fatty metamorphosis, while the MR myelography technique depicted a larger number of edematous disks and end plates. CONCLUSION: MR myelography was of limited value in detecting the same vertebral end-plate changes observed in MRI, although with similar findings in disk disease. However, the higher detection of edema changes by MR myelography should be analyzed prospectively, as it could be more sensitive than conventional MR sequences.


Subject(s)
Growth Plate/pathology , Intervertebral Disc/pathology , Lumbar Vertebrae/pathology , Magnetic Resonance Imaging/methods , Myelography , Spinal Diseases/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Low Back Pain/etiology , Low Back Pain/pathology , Male , Middle Aged , Prospective Studies , Reproducibility of Results , Spinal Diseases/complications
16.
Eur J Neurol ; 11(3): 187-93, 2004 Mar.
Article in English | MEDLINE | ID: mdl-15009164

ABSTRACT

1H magnetic resonance spectroscopy (MRS) allows accurate and non-invasive in vivo metabolic study, and is a useful tool for the diagnosis of different forms of dementias. Cognitive impairment pathologies have been almost exclusively studied with MRS by comparison with healthy without a global comparison amongst Alzheimer disease (AD), vascular dementia, mild cognitive impairment (MCI) and major depression patients with cognitive impairment. Whereas decrease of N-acetylaspartate (NAA) and increase myo-Inositol (mI) at different brain locations by 1H MRS are common features of AD, Choline (Cho) alterations have been inconclusive. In our study, 64 patients with cognitive impairment were evaluated by 1H MRS using two echo times (31 and 136 ms). There were statistical differences between dementia (AD and vascular dementia) and non-dementia (MCI and depression) spectra at posterior cingulate gyrus. Cho/Cr, mI/Cr and NAA/Cr have been valuables for the differentiation amongst the different cognitive impairment entities. NAA/mI provides the best area under the ROC curve with the highest sensitivity (82.5%) and specificity (72.7%) in diagnosing AD. NAA/mI and mI/Cr ratios differed amongst the four cognitive impairment degenerative pathologies. Metabolic MRS differences found amongst patients with cognitive impairment entities can be useful to differentiate between AD, vascular dementia, MCI and depression.


Subject(s)
Cognition Disorders/classification , Cognition Disorders/diagnosis , Magnetic Resonance Spectroscopy/methods , Aged , Cognition Disorders/metabolism , Female , Humans , Male , Mental Disorders/classification , Mental Disorders/diagnosis , Mental Disorders/metabolism , Middle Aged , Prospective Studies , Protons
17.
J Neurol ; 250(1): 22-8, 2003 Jan.
Article in English | MEDLINE | ID: mdl-12527988

ABSTRACT

OBJECTIVE: Wallerian degeneration in normal appearing white matter in early relapsing-remitting multiple sclerosis (RRMS), and its correlation with the number of relapses and disease duration. Background Recent pathological studies have demonstrated Wallerian degeneration in normal appearing white matter (NAWM) in multiple sclerosis (MS), in established RRMS, and in chronic MS. However, the presence of Wallerian degeneration early in the disease and its correlation with relapse and with disease duration has not been studied. METHODS: We performed proton magnetic resonance spectroscopic imaging in 21 MS patients, and 4 healthy controls, age and gender matched, aged under 45 years, with a maximum of 4 years since first bout, and an EDSS score of less than 3.0. N-acetyl-aspartate (NAA) (an index of axonal integrity) was measured in the NAWM from the pons and the cerebellar peduncles. RESULTS: We observed that the NAA levels were abnormally low in the NAWM in the early RRMS patients (p = 0.04, Student's t-test). The decrease in the NAA concentration correlated with disease duration in the two areas studied (p = 0.03 for pons and p = 0.04 for cerebellar peduncle); and with the number of previous relapses (Pearson's correlation = -0.582, p < 0.002). CONCLUSION: Wallerian degeneration measured by the NAA concentration at pons and cerebellar peduncles is present early in the disease and correlates with the number of relapses and disease duration.


Subject(s)
Aspartic Acid/analogs & derivatives , Brain/diagnostic imaging , Brain/physiopathology , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Multiple Sclerosis, Relapsing-Remitting/physiopathology , Adolescent , Adult , Brain/metabolism , Creatinine , Female , Humans , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Male , Multiple Sclerosis, Relapsing-Remitting/metabolism , Radiography , Time Factors , Wallerian Degeneration/diagnostic imaging , Wallerian Degeneration/metabolism , Wallerian Degeneration/physiopathology
18.
Rev Neurol ; 34(9): 807-12, 2002.
Article in Spanish | MEDLINE | ID: mdl-12134339

ABSTRACT

INTRODUCTION: Multiple sclerosis (MS) is a chronic demyelinating disorder of the central nervous system, characterized by the presence of inflammatory lesions. OBJECTIVE: To analyze the biochemical profile of the demyelinating lesions of the initial forms of MS (remitting relapsing) by analyzing the proton magnetic resonance spectra (1H MRS) to characterize the process of demyelination and relate it to the metabolites and clinical variables analyzed. PATIENTS AND METHODS: We analyzed the largest demyelinating lesions in eight patients with remitting relapsing MS (RRMS) using the technique of single volume 1H MRS (VOI) with short echo time. The spectra of the white matter of two healthy control were used as reference. RESULTS: NAA/Cr and NAA/Cho value ratios decrease and mI/Cr one increase in all spectra lesions as compared to healthy controls. In four of the eight patients, the Cho/Cr was higher than in the controls. Qualitative and quantitative differences in the resonances of macromolecules were observed, related to the biochemistry of the process of demyelination. These differences in NAA/Cr, Cho/Cr, mI/Cr and macromolecules probably represent different stages in the evolution of the plaques. CONCLUSIONS: MRS is a non invasive technique able to observe biochemical variations related to the evolution process of demyelination. Activity of the lesion is shown by the increment of resonances around 0.9 1.3 ppm. An increase in mI seems to occur at an early stage of demyelination and later the NAA is reduced. The initial forms of MS show metabolic alterations in the plaques which are similar to the most advanced forms of MS.


Subject(s)
Aspartic Acid/analogs & derivatives , Magnetic Resonance Spectroscopy , Multiple Sclerosis, Relapsing-Remitting/pathology , Adult , Aspartic Acid/metabolism , Brain/anatomy & histology , Brain/pathology , Female , Humans , Male , Membrane Lipids/metabolism , Middle Aged , Multiple Sclerosis, Relapsing-Remitting/metabolism
19.
Rev Neurol ; 34(4): 309-13, 2002.
Article in Spanish | MEDLINE | ID: mdl-12022043

ABSTRACT

INTRODUCTION: 1H MRS allows the study of metabolite concentration changes in intracranial tumours, relating them, more or less successfully, to the histological type and grade of the tumour. OBJECTIVE: To analyse the patterns which are useful for classifying the grades of cerebral gliomas by means of various ratios obtained using 1H MRS with two echo times (ET), with and without water suppression, paying special attention to the macromolecules. PATIENTS AND METHODS: We studied 8 gliomas (1 grade II, 2 grade III and 5 grade IV) with single volume 1H MRS at ET 31 ms (8/8) and 136 ms (7/8). The intensities of the metabolites, including macromolecules (MMA, 0.9 ppm; MMB, 1.3 ppm), were normalised to water signal intensity for ET 31, to Cr at ET 31 and 136 ms and NAA/Cho for both ET and the ratio MMA/MMB at ET 31. RESULTS: There were significant differences between the three grades on the ratios MMA/MMB (p= 0.000) with descent of the MMA/MMB coefficient as the grade increases, and NNA/Cho at ET 136 (p= 0.018). We found an inverse relationship between the quantity in mI and the increase in grade. No macromolecules were found at ET 136 in any of the tumours of grade II or III. CONCLUSIONS: The spectra of gliomas with ET 31 showed macromolecules around 0.9 and 1.3 ppm with different relative ratios for each tumour grade. The ET 136 spectra informs about the content of NNA and Cho. Apart from the increase in MMB (0.9 ppm), with short ET the higher grades showed lower content of mI. The study of gliomas using 1H MRS with ET 31 and 136 ms contributes to the diagnosis of the grade of tumour.


Subject(s)
Brain Neoplasms/classification , Brain Neoplasms/diagnosis , Glioma/classification , Glioma/diagnosis , Magnetic Resonance Spectroscopy/methods , Adult , Aged , Female , Humans , Macromolecular Substances , Male , Middle Aged , Predictive Value of Tests
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