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1.
J Appl Clin Med Phys ; 18(6): 177-182, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-29082594

RESUMO

A volumetric modulated arc therapy (VMAT) approach to total body irradiation (TBI) has recently been introduced at our institution. The planning target volume (PTV) is divided into separate sub-volumes, each being treated with 2 arcs with their own isocentre. Pre-treatment quality assurance of beams is performed on a Sun Nuclear ArcCHECK diode array. Measurement of junction regions between VMAT arcs with separate isocentres has previously been performed with point dose ionization chamber measurements, or with films. Translations of the ArcCHECK with respect to a known distance between the adjacent isocentres of two arcs, which are repeated with the ArcCHECK in an inverted position, allows the recording of a junction dose map. A 3%/3 mm global gamma analysis (10% threshold) pass rate for arc junctions were comparable to their component arcs. Dose maps of junction regions between adjacent arcs with different isocentres can be readily measured on a Sun Nuclear ArcCHECK diode array.


Assuntos
Imagens de Fantasmas , Radiometria/instrumentação , Radiometria/normas , Planejamento da Radioterapia Assistida por Computador/métodos , Planejamento da Radioterapia Assistida por Computador/normas , Radioterapia de Intensidade Modulada/normas , Irradiação Corporal Total , Humanos , Garantia da Qualidade dos Cuidados de Saúde , Radiometria/métodos , Dosagem Radioterapêutica , Radioterapia de Intensidade Modulada/instrumentação , Radioterapia de Intensidade Modulada/métodos , Reprodutibilidade dos Testes
2.
Small ; 12(3): 351-9, 2016 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-26619362

RESUMO

The paradigm of using nanoparticle-based formulations for drug delivery relies on their enhanced passive accumulation in the tumor interstitium. Nanoparticles with active targeting capabilities attempt to further enhance specific delivery of drugs to the tumors via interaction with overexpressed cellular receptors. Consequently, it is widely accepted that drug delivery using actively targeted nanoparticles maximizes the therapeutic benefit and minimizes the off-target effects. However, the process of nanoparticle mediated active targeting initially relies on their passive accumulation in tumors. In this article, it is demonstrated that these two tumor-targeted drug delivery mechanisms are interrelated and dosage dependent. It is reported that at lower doses, actively targeted nanoparticles have distinctly higher efficacy in tumor inhibition than their passively targeted counterparts. However, the enhanced permeability and retention effect of the tumor tissue becomes the dominant factor influencing the efficacy of both passively and actively targeted nanoparticles when they are administered at higher doses. Importantly, it is demonstrated that dosage is a pivotal parameter that needs to be taken into account in the assessment of nanoparticle mediated targeted drug delivery.


Assuntos
Nanopartículas/química , Ácidos Polimetacrílicos/química , Taxoides/farmacologia , Transferrina/química , Animais , Linhagem Celular Tumoral , Docetaxel , Relação Dose-Resposta a Droga , Endocitose , Humanos , Fígado/efeitos dos fármacos , Fígado/metabolismo , Camundongos Nus , Nanopartículas/ultraestrutura , Baço/efeitos dos fármacos , Baço/metabolismo , Taxoides/uso terapêutico
3.
Hepatology ; 61(5): 1555-64, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25524401

RESUMO

UNLABELLED: Iron is implicated in the pathogenesis of liver injury and insulin resistance (IR) and thus phlebotomy has been proposed as a treatment for nonalcoholic fatty liver disease (NAFLD). We performed a prospective 6-month randomized, controlled trial examining the impact of phlebotomy on the background of lifestyle advice in patients with NAFLD. Primary endpoints were hepatic steatosis (HS; quantified by magnetic resonance imaging) and liver injury (determined by alanine aminotransaminase [ALT] and cytokeratin-18 [CK-18]). Secondary endpoints included insulin resistance measured by the insulin sensitivity index (ISI) and homeostasis model of assessment (HOMA), and systemic lipid peroxidation determined by plasma F2-isoprostane levels. A total of 74 subjects were randomized (33 phlebotomy and 41 control). The phlebotomy group underwent a median (range) of 7 (1-19) venesection sessions and had a significantly greater reduction in ferritin levels over 6 months, compared to controls (-148 ± 114 vs. -38 ± 89 ng/mL; P < 0.001). At 6 months, there was no difference between phlebotomy and control groups in HS (17.7% vs. 15.5%; P = 0.4), serum ALT (36 vs. 46 IU/L; P = 0.4), or CK-18 levels (175 vs. 196 U/L; P = 0.9). Similarly, there was no difference in end-of-study ISI (2.5 vs. 2.7; P = 0.9), HOMA (3.2 vs. 3.2; P = 0.6), or F2-isoprostane levels (1,332 vs. 1,190 pmmol/L; P = 0.6) between phlebotomy and control groups. No differences in any endpoint were noted in patients with hyperferritinemia at baseline. Among patients undergoing phlebotomy, there was no correlation between number of phlebotomy sessions and change in HS, liver injury, or IR from baseline to end of study. CONCLUSION: Reduction in ferritin by phlebotomy does not improve liver enzymes, hepatic fat, or IR in subjects with NAFLD.


Assuntos
Estilo de Vida , Hepatopatia Gordurosa não Alcoólica/terapia , Flebotomia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos
4.
J Magn Reson Imaging ; 41(2): 322-8, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24347292

RESUMO

PURPOSE: To investigate the ability of texture analysis of MRI images to stage liver fibrosis. Current noninvasive approaches for detecting liver fibrosis have limitations and cannot yet routinely replace biopsy for diagnosing significant fibrosis. MATERIALS AND METHODS: Forty-nine patients with a range of liver diseases and biopsy-confirmed fibrosis were enrolled in the study. For texture analysis all patients were scanned with a T2 -weighted, high-resolution, spin echo sequence and Haralick texture features applied. The area under the receiver operating characteristics curve (AUROC) was used to assess the diagnostic performance of the texture analysis. RESULTS: The best mean AUROC achieved for separating mild from severe fibrosis was 0.81. The inclusion of age, liver fat and liver R2 variables into the generalized linear model improved AUROC values for all comparisons, with the F0 versus F1-4 comparison the highest (0.91). CONCLUSION: Our results suggest that a combination of MRI measures, that include selected texture features from T2 -weighted images, may be a useful tool for excluding fibrosis in patients with liver disease. However, texture analysis of MRI performs only modestly when applied to the classification of patients in the mild and intermediate fibrosis stages.


Assuntos
Interpretação de Imagem Assistida por Computador/métodos , Cirrose Hepática/patologia , Imageamento por Ressonância Magnética/métodos , Adolescente , Adulto , Idoso , Biópsia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Software
5.
Langmuir ; 30(6): 1580-7, 2014 Feb 18.
Artigo em Inglês | MEDLINE | ID: mdl-24479874

RESUMO

We report the fabrication of magnetic particles comprised of clusters of iron oxide nanoparticles, 7.4 nm mean diameter, stabilized by a biocompatible, amphiphilic diblock copolymer, poly(ethylene oxide-b-D,L-lactide). Particles with quantitative incorporation of up to 40 wt % iron oxide and hydrodynamic sizes in the range of 80-170 nm were prepared. The particles consist of hydrophobically modified iron oxide nanoparticles within the core-forming polylactide block with the poly(ethylene oxide) forming a corona to afford aqueous dispersibility. The transverse relaxivities (r2) increased with average particle size and exceeded 200 s(-1) mM Fe(-1) at 1.4 T and 37 °C for iron oxide loadings above 30 wt %. These experimental relaxivities typically agreed to within 15% with the values predicted using analytical models of transverse relaxivity and cluster (particle core) size distributions derived from cryo-TEM measurements. Our results show that the theoretical models can be used for the rational design of biocompatible MRI contrast agents with tailored compositions and size distributions.


Assuntos
Meios de Contraste/química , Compostos Férricos/química , Imageamento por Ressonância Magnética/métodos , Nanopartículas de Magnetita/química , Meios de Contraste/síntese química , Interações Hidrofóbicas e Hidrofílicas , Nanopartículas de Magnetita/ultraestrutura , Tamanho da Partícula , Poliésteres/química , Polietilenoglicóis/química , Polimerização
6.
J Cardiovasc Magn Reson ; 16: 80, 2014 Sep 27.
Artigo em Inglês | MEDLINE | ID: mdl-25270330

RESUMO

BACKGROUND: MRI assessment of cardiac iron is particularly important for assessing transfusion-dependent anaemia patients. However, comparing the iron distribution from histology or bulk samples to MRI is not ideal. Non-destructive, high-resolution imaging of post-mortem samples offers the ability to examine iron distributions across large samples at resolutions closer to those used in MRI. The aim of this ex vivo case study was to compare synchrotron X-ray fluorescence microscopy (XFM) elemental iron maps with magnetic resonance transverse relaxation rate maps of cardiac tissue samples from an iron-loaded patient. METHODS: Two 5 mm thick slices of formalin fixed cardiac tissue from a Diamond Blackfan anaemia patient were imaged in a 1.5 T MR scanner. R2 and R2* transverse relaxation rate maps were generated for both slices using RF pulse recalled spin echo and gradient echo acquisition sequences. The tissue samples were then imaged at the Australian Synchrotron on the X-ray Fluorescence Microscopy beamline using a focussed incident X-ray beam of 18.74 keV and the Maia 384 detector. The event data were analyzed to produce elemental iron maps (uncalibrated) at 25 to 60 microns image resolution. RESULTS: The R2 and R2* maps and profiles for both samples showed very similar macro-scale spatial patterns compared to the XFM iron distribution. Iron appeared to preferentially load into the lateral epicardium wall and there was a strong gradient of decreasing iron, R2 and R2* from the epicardium to the endocardium in the lateral wall of the left ventricle and to a lesser extent in the septum. On co-registered images XFM iron was more strongly correlated to R2* (r = 0.86) than R2 (r = 0.79). There was a strong linear relationship between R2* and R2 (r = 0.87). CONCLUSIONS: The close qualitative and quantitative agreement between the synchrotron XFM iron maps and MR relaxometry maps indicates that iron is a significant determinant of R2 and R2* in these ex vivo samples. The R2 and R2* maps of human heart tissue give information on the spatial distribution of tissue iron deposits.


Assuntos
Anemia de Diamond-Blackfan/metabolismo , Ferro/análise , Imageamento por Ressonância Magnética , Microscopia de Fluorescência/métodos , Miocárdio/química , Síncrotrons , Anemia de Diamond-Blackfan/diagnóstico , Anemia de Diamond-Blackfan/terapia , Autopsia , Evolução Fatal , Humanos , Masculino , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Adulto Jovem
7.
Circulation ; 123(14): 1519-28, 2011 Apr 12.
Artigo em Inglês | MEDLINE | ID: mdl-21444881

RESUMO

BACKGROUND: Measurement of myocardial iron is key to the clinical management of patients at risk of siderotic cardiomyopathy. The cardiovascular magnetic resonance relaxation parameter R2* (assessed clinically via its reciprocal, T2*) measured in the ventricular septum is used to assess cardiac iron, but iron calibration and distribution data in humans are limited. METHODS AND RESULTS: Twelve human hearts were studied from transfusion-dependent patients after either death (heart failure, n=7; stroke, n=1) or transplantation for end-stage heart failure (n=4). After cardiovascular magnetic resonance R2* measurement, tissue iron concentration was measured in multiple samples of each heart with inductively coupled plasma atomic emission spectroscopy. Iron distribution throughout the heart showed no systematic variation between segments, but epicardial iron concentration was higher than in the endocardium. The mean ± SD global myocardial iron causing severe heart failure in 10 patients was 5.98 ± 2.42 mg/g dry weight (range, 3.19 to 9.50 mg/g), but in 1 outlier case of heart failure was 25.9 mg/g dry weight. Myocardial ln[R2*] was strongly linearly correlated with ln[Fe] (R²=0.910, P<0.001), leading to [Fe]=45.0×(T2*)⁻¹·²² for the clinical calibration equation with [Fe] in milligrams per gram dry weight and T2* in milliseconds. Midventricular septal iron concentration and R2* were both highly representative of mean global myocardial iron. CONCLUSIONS: These data detail the iron distribution throughout the heart in iron overload and provide calibration in humans for cardiovascular magnetic resonance R2* against myocardial iron concentration. The iron values are of considerable interest in terms of the level of cardiac iron associated with iron-related death and indicate that the heart is more sensitive to iron loading than the liver. The results also validate the current clinical practice of monitoring cardiac iron in vivo by cardiovascular magnetic resonance of the midseptum.


Assuntos
Ferro/metabolismo , Imageamento por Ressonância Magnética/métodos , Miocárdio/metabolismo , Miocárdio/patologia , Adolescente , Adulto , Cadáver , Criança , Feminino , Átrios do Coração/metabolismo , Átrios do Coração/patologia , Valvas Cardíacas/metabolismo , Valvas Cardíacas/patologia , Ventrículos do Coração/metabolismo , Ventrículos do Coração/patologia , Humanos , Sobrecarga de Ferro/metabolismo , Masculino , Pessoa de Meia-Idade , Septo Interventricular/metabolismo , Septo Interventricular/patologia , Adulto Jovem
8.
Br J Haematol ; 157(5): 599-605, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22409346

RESUMO

Spin density projection-assisted R2-magnetic resonance imaging (R2-MRI; FerriScan(®)) scans from 40 chelation-naïve sickle cell patients were used to assess renal iron load by measuring renal R2 (R-R2). Clinical data were collected retrospectively for the 2-year period preceding the scan. R-R2 showed no significant correlation with transfusional iron load (assessed by liver iron concentration), but correlated significantly with serum bilirubin (R = 0·61, P < 0·0001) and lactate dehydrogenase (R = 0·58, P < 0·0001). Mean (±standard deviation) R-R2 was higher (P = 0·02) in patients with renal hyperfiltration (29·8 ± 10·3/s) than those without (23·11 ± 6·6/s). Five patients had significantly lower signal intensity in the renal cortex, as compared to the medulla. These patients had a significantly higher (P < 0·0001) mean R-R2 than those showing no cortico-medullary difference. We postulate that the increased R-R2 is associated with haemolysis rather than transfusional iron load in sickle cell disease.


Assuntos
Anemia Falciforme/complicações , Hemólise , Sobrecarga de Ferro/etiologia , Rim/patologia , Adolescente , Adulto , Anemia Falciforme/terapia , Feminino , Humanos , Ferro/metabolismo , Sobrecarga de Ferro/diagnóstico , Rim/metabolismo , Rim/fisiopatologia , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Reação Transfusional , Adulto Jovem
9.
Nanotechnology ; 22(32): 325702, 2011 Aug 12.
Artigo em Inglês | MEDLINE | ID: mdl-21772073

RESUMO

Iron oxide magnetic nanoparticles are good candidates for magnetic resonance imaging (MRI) contrast agents due to their high magnetic susceptibilities. Here we investigate 19 polyether-coated magnetite nanoparticle systems comprising three series. All systems were synthesized from the same batch of magnetite nanoparticles. A different polyether was used for each series. Each series comprised systems with systematically varied polyether loadings per particle. A highly significant (p < 0.0001) linear correlation (r = 0.956) was found between the proton relaxivity and the intensity-weighted average diameter measured by dynamic light scattering in the 19 particle systems studied. The intensity-weighted average diameter measured by dynamic light scattering is sensitive to small number fractions of larger particles/aggregates. We conclude that the primary effect leading to differences in proton relaxivity between systems arises from the small degree of aggregation within the samples, which appears to be determined by the nature of the polymer and, for one system, the degree of polymer loading of the particles. For the polyether coatings used in this study, any changes in relaxivity from differences in water exclusion or diffusion rates caused by the polymer are minor in comparison with the changes in relaxivity resulting from variations in the degree of aggregation.

10.
PLoS One ; 16(7): e0252928, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34255778

RESUMO

PURPOSE: Volumetric liver fat fraction (VLFF) measurements were made using the HepaFat-Scan® technique at 1.5T and 3T to determine the agreement between the measurements obtained at the two fields. METHODS: Sixty patients with type 2 diabetes (67% male, mean age 50.92 ± 6.56yrs) and thirty healthy volunteers (50% male, mean age 48.63 ± 6.32yrs) were scanned on 1.5T Aera and 3T Skyra (Siemens, Erlangen, Germany) MRI scanners on the same day using the HepaFat-Scan® gradient echo protocol with modification of echo times for 3T (TEs 2.38, 4.76, 7.14 ms at 1.5T and 1.2, 2.4, 3.6 ms at 3T). The 3T analyses were performed independently of the 1.5T analyses by a different analyst, blinded from the 1.5T results. Data were analysed for agreement and bias using Bland-Altman methods and intraclass correlation coefficients (ICC). A second cohort of 17 participants underwent interstudy repeatability assessment of VLFF measured by HepaFat-Scan® at 3T. RESULTS: A small, but statistically significant mean bias of 0.48% was observed between 3T and 1.5T with 95% limits of agreement -2.2% to 3.2% VLFF. The ICC for agreement between field strengths was 0.983 (95% CI 0.972-0.989). In the repeatability cohort studied at 3T the repeatability coefficient was 4.2%. The ICC for agreement was 0.971 (95% CI 0.921-0.989). CONCLUSION: There is minimal bias and excellent agreement between the measures of VLFF using the HepaFat-Scan® at 1.5 and 3T. The test retest repeatability coefficient at 3T is comparable to the 95% limits of agreement between 1.5T and 3T suggesting that measurements can be made interchangeably between field strengths.


Assuntos
Tecido Adiposo/diagnóstico por imagem , Fígado/citologia , Imageamento por Ressonância Magnética , Adulto , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade
11.
Magn Reson Med ; 63(2): 275-81, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20099321

RESUMO

Studies of iron overload in humans and animals suggest that brain iron concentrations may be related in a regionally specific way to body iron status. However, few quantitative studies have investigated the associations between peripheral and regional brain iron in a normal elderly cohort. To examine these relationships, we used MRI to measure the proton transverse relaxation rate (R(2)) in 13 gray and white matter brain regions in 18 elderly men (average age, 75.5 years) with normal cognition. Brain R(2) values were compared with liver iron concentrations measured using the FerriScan MRI technique and serum iron indices. R(2) values in high-iron gray matter regions were significantly correlated (positively) with liver iron concentrations (globus pallidus, ventral pallidum) and serum transferrin saturation (caudate nucleus, globus pallidus, putamen) measured concurrently with brain R(2), and with serum iron concentrations (caudate nucleus, globus pallidus) measured three years before the current study. Our results suggest that iron levels in specific gray matter brain regions are influenced by systemic iron status in elderly men.


Assuntos
Envelhecimento/metabolismo , Encéfalo/metabolismo , Ferro/metabolismo , Fígado/metabolismo , Espectroscopia de Ressonância Magnética/métodos , Idoso , Feminino , Humanos , Ferro/sangue , Masculino , Estatística como Assunto , Distribuição Tecidual
12.
Nanotechnology ; 21(3): 035103, 2010 Jan 22.
Artigo em Inglês | MEDLINE | ID: mdl-19966406

RESUMO

Analytical models of proton transverse relaxation rate enhancement by magnetic nanoparticles were tested by making measurements on model experimental systems in a field of 1.4 T. Proton relaxivities were measured for five aqueous suspensions of iron oxide (maghemite) nanoparticles with nominal mean particle sizes of 6, 8, 10, 11, and 13 nm. Proton relaxivity increased with mean particle size ranging from 13 s(-1) mM Fe(-1) for the 6 nm sample, up to 254 s(-1) mM Fe(-1) for the 13 nm sample. A strong correlation between the measured and predicted values of the relaxivity was observed, with the predicted values being consistently higher than the measured values. The results indicate that the models give a reasonable agreement with experimental results and hence can be used as the basis for the design of new magnetic resonance imaging contrast and labelling agents.

13.
Int J Radiat Oncol Biol Phys ; 97(2): 420-426, 2017 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-28068247

RESUMO

PURPOSE: We assessed the association of the spatial distribution of dose to the bladder surface, described using dose-surface maps, with the risk of urinary dysfunction. METHODS AND MATERIALS: The bladder dose-surface maps of 754 participants from the TROG 03.04-RADAR trial were generated from the volumetric data by virtually cutting the bladder at the sagittal slice, intersecting the bladder center-of-mass through to the bladder posterior and projecting the dose information on a 2-dimensional plane. Pixelwise dose comparisons were performed between patients with and without symptoms (dysuria, hematuria, incontinence, and an International Prostate Symptom Score increase of ≥10 [ΔIPSS10]). The results with and without permutation-based multiple-comparison adjustments are reported. The pixelwise multivariate analysis findings (peak-event model for dysuria, hematuria, and ΔIPSS10; event-count model for incontinence), with adjustments for clinical factors, are also reported. RESULTS: The associations of the spatially specific dose measures to urinary dysfunction were dependent on the presence of specific symptoms. The doses received by the anteroinferior and, to lesser extent, posterosuperior surface of the bladder had the strongest relationship with the incidence of dysuria, hematuria, and ΔIPSS10, both with and without adjustment for clinical factors. For the doses to the posteroinferior region corresponding to the area of the trigone, the only symptom with significance was incontinence. CONCLUSIONS: A spatially variable response of the bladder surface to the dose was found for symptoms of urinary dysfunction. Limiting the dose extending anteriorly might help reduce the risk of urinary dysfunction.


Assuntos
Neoplasias da Próstata/radioterapia , Bexiga Urinária/efeitos da radiação , Transtornos Urinários/etiologia , Seguimentos , Hematúria/etiologia , Hematúria/fisiopatologia , Humanos , Masculino , Doses de Radiação , Planejamento da Radioterapia Assistida por Computador , Avaliação de Sintomas , Bexiga Urinária/diagnóstico por imagem , Incontinência Urinária/etiologia , Incontinência Urinária/fisiopatologia , Transtornos Urinários/fisiopatologia
14.
J Med Imaging Radiat Oncol ; 61(4): 534-542, 2017 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-28185419

RESUMO

INTRODUCTION: To investigate the accuracy of deriving dose-volume histogram (DVH) parameters from deformably registered data by comparing values with the simple addition of DVHs from each phase of a combined external beam radiotherapy (EBRT)/high-dose-rate (HDR-BT) brachytherapy prostate treatment. METHODS: Eighty-two patients received EBRT in 23 fractions of 2 Gy and HDR-BT TG43 in three fractions of 6.5 Gy. The HDR-BT CT was deformably registered to the EBRT CT. The rectum D0.1cc , D1cc , D2cc and D10cc were calculated in two ways. (i) Parameter-adding: the EBRT DVH parameters (or the EBRT prescription dose) were added to the unregistered HDR-BT DVH parameters. (ii) Distribution-adding: the parameters were extracted after the EBRT doses were 3D-summed with the registered HDR-BT doses. Resulting differences between the parameters were investigated. RESULTS: The D0.1cc , D1cc and D2cc from parameter-adding were 21.3% (P < 0.001), 6.3% (P < 0.001) and 3.5% (P < 0.001) smaller than those from distribution-adding. The D10cc was 2.2% (P = 0.015) larger for distribution-adding. CONCLUSION: Distribution-adding was confounded by unsystematic inter/intra-observer rectum-contouring errors and registration accuracy near the anterior rectal wall. Consequently, clinical use of distribution-adding to assess rectal doses requires careful contour and registration evaluation.


Assuntos
Braquiterapia , Neoplasias da Próstata/radioterapia , Reto/efeitos da radiação , Fracionamento da Dose de Radiação , Humanos , Masculino , Estadiamento de Neoplasias , Neoplasias da Próstata/patologia , Doses de Radiação , Radiometria/métodos , Dosagem Radioterapêutica
15.
Phys Med Biol ; 62(10): 4118-4139, 2017 05 21.
Artigo em Inglês | MEDLINE | ID: mdl-28445167

RESUMO

This study investigates the associations between spatial distribution of dose to the rectal surface and observed gastrointestinal toxicities after deformably registering each phase of a combined external beam radiotherapy (EBRT)/high-dose-rate brachytherapy (HDRBT) prostate cancer treatment. The study contains data for 118 patients where the HDRBT CT was deformably-registered to the EBRT CT. The EBRT and registered HDRBT TG43 dose distributions in a reference 2 Gy/fraction were 3D-summed. Rectum dose-surface maps (DSMs) were obtained by virtually unfolding the rectum surface slice-by-slice. Associations with late peak gastrointestinal toxicities were investigated using voxel-wise DSM analysis as well as parameterised spatial patterns. The latter were obtained by thresholding DSMs from 1-80 Gy (increment = 1) and extracting inferior-superior extent, left-right extent, area, perimeter, compactness, circularity and ellipse fit parameters. Logistic regressions and Mann-Whitney U-tests were used to correlate features with toxicities. Rectal bleeding, stool frequency, diarrhoea and urgency/tenesmus were associated with greater lateral and/or longitudinal spread of the high doses near the anterior rectal surface. Rectal bleeding and stool frequency were also influenced by greater low-intermediate doses to the most inferior 20% of the rectum and greater low-intermediate-high doses to 40-80% of the rectum length respectively. Greater low-intermediate doses to the superior 20% and inferior 20% of the rectum length were associated with anorectal pain and urgency/tenesmus respectively. Diarrhoea, completeness of evacuation and proctitis were also related to greater low doses to the posterior side of the rectum. Spatial features for the intermediate-high dose regions such as area, perimeter, compactness, circularity, ellipse eccentricity and confinement to ellipse fits were strongly associated with toxicities other than anorectal pain. Consequently, toxicity is related to the shape of isodoses as well as dose coverage. The findings indicate spatial constraints on doses to certain sections of the rectum may be important for reducing toxicities and optimising dose.


Assuntos
Braquiterapia/efeitos adversos , Trato Gastrointestinal/efeitos da radiação , Doses de Radiação , Planejamento da Radioterapia Assistida por Computador/métodos , Idoso de 80 Anos ou mais , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Neoplasias da Próstata/radioterapia , Dosagem Radioterapêutica , Reto/efeitos da radiação
16.
Sci Rep ; 7(1): 2866, 2017 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-28588270

RESUMO

Multimodal polymeric nanoparticles have many exciting diagnostic and therapeutic applications, yet their uptake and passage by the placenta, and applications in the treatment of pregnancy complications have not been thoroughly investigated. In this work, the maternal-fetal-placental biodistribution of anionic and cationic multimodal poly(glycidyl methacrylate) (PGMA) nanoparticles in pregnant rats at mid (ED10) and late (ED20) gestation was examined. Fluorescently-labelled and superparamagnetic PGMA nanoparticles functionalized with/without poly(ethyleneimine) (PEI) were administered to pregnant rats at a clinically-relevant dose and biodistribution and tissue uptake assessed. Quantitative measurement of fluorescence intensity or magnetic resonance relaxometry in tissue homogenates lacked the sensitivity to quantify tissue uptake. Confocal microscopy, however, identified uptake by maternal organs and the decidua (ectoplacental cone) and trophoblast giant cells of conceptuses at ED10. At ED20, preferential accumulation of cationic vs. anionic nanoparticles was observed in the placenta, with PGMA-PEI nanoparticles localised mainly within the chorionic plate. These findings highlight the significant impact of surface charge and gestational age in the biodistribution of nanoparticles in pregnancy, and demonstrate the importance of using highly sensitive measurement techniques to evaluate nanomaterial biodistribution and maternal-fetal exposure.


Assuntos
Troca Materno-Fetal , Nanopartículas , Polímeros/metabolismo , Animais , Feminino , Idade Gestacional , Metilmetacrilatos/química , Metilmetacrilatos/metabolismo , Microscopia Confocal , Sistema Fagocitário Mononuclear/metabolismo , Imagem Óptica/métodos , Polímeros/química , Gravidez , Ratos , Distribuição Tecidual
17.
Med Phys ; 43(5): 2040, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-27147316

RESUMO

PURPOSE: Given the paucity of available data concerning radiotherapy-induced urinary toxicity, it is important to ensure derivation of the most robust models with superior predictive performance. This work explores multiple statistical-learning strategies for prediction of urinary symptoms following external beam radiotherapy of the prostate. METHODS: The performance of logistic regression, elastic-net, support-vector machine, random forest, neural network, and multivariate adaptive regression splines (MARS) to predict urinary symptoms was analyzed using data from 754 participants accrued by TROG03.04-RADAR. Predictive features included dose-surface data, comorbidities, and medication-intake. Four symptoms were analyzed: dysuria, haematuria, incontinence, and frequency, each with three definitions (grade ≥ 1, grade ≥ 2 and longitudinal) with event rate between 2.3% and 76.1%. Repeated cross-validations producing matched models were implemented. A synthetic minority oversampling technique was utilized in endpoints with rare events. Parameter optimization was performed on the training data. Area under the receiver operating characteristic curve (AUROC) was used to compare performance using sample size to detect differences of ≥0.05 at the 95% confidence level. RESULTS: Logistic regression, elastic-net, random forest, MARS, and support-vector machine were the highest-performing statistical-learning strategies in 3, 3, 3, 2, and 1 endpoints, respectively. Logistic regression, MARS, elastic-net, random forest, neural network, and support-vector machine were the best, or were not significantly worse than the best, in 7, 7, 5, 5, 3, and 1 endpoints. The best-performing statistical model was for dysuria grade ≥ 1 with AUROC ± standard deviation of 0.649 ± 0.074 using MARS. For longitudinal frequency and dysuria grade ≥ 1, all strategies produced AUROC>0.6 while all haematuria endpoints and longitudinal incontinence models produced AUROC<0.6. CONCLUSIONS: Logistic regression and MARS were most likely to be the best-performing strategy for the prediction of urinary symptoms with elastic-net and random forest producing competitive results. The predictive power of the models was modest and endpoint-dependent. New features, including spatial dose maps, may be necessary to achieve better models.


Assuntos
Aprendizado de Máquina , Próstata/efeitos da radiação , Neoplasias da Próstata/radioterapia , Radioterapia/efeitos adversos , Transtornos Urinários/diagnóstico , Transtornos Urinários/etiologia , Idoso , Idoso de 80 Anos ou mais , Área Sob a Curva , Comorbidade , Seguimentos , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Análise Multivariada , Redes Neurais de Computação , Prognóstico , Neoplasias da Próstata/complicações , Curva ROC , Radioterapia/métodos , Índice de Gravidade de Doença
18.
Radiat Oncol ; 11(1): 144, 2016 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-27799048

RESUMO

BACKGROUND: Derivation of dose-volume correlated with toxicity for multi-modal treatments can be difficult due to the perceived need for voxel-by-voxel dose accumulation. With data available for a single-institution cohort with long follow-up, an investigation was undertaken into rectal dose-volume effects for gastrointestinal toxicities after deformably-registering each phase of a combined external beam radiotherapy (EBRT)/high-dose-rate (HDR) brachytherapy prostate treatment. METHODS: One hundred and eighteen patients received EBRT in 23 fractions of 2 Gy and HDR (TG43 algorithm) in 3 fractions of 6.5 Gy. Results for the Late Effects of Normal Tissues - Subjective, Objective, Management and Analytic toxicity assessments were available with a median follow-up of 72 months. The HDR CT was deformably-registered to the EBRT CT. Doses were corrected for dose fractionation. Rectum dose-volume histogram (DVH) parameters were calculated in two ways. (1) Distribution-adding: parameters were calculated after the EBRT dose distribution was 3D-summed with the registered HDR dose distribution. (2) Parameter-adding: the EBRT DVH parameters were added to HDR DVH parameters. Logistic regressions and Mann-Whitney U-tests were used to correlate parameters with late peak toxicity (dichotomised at grade 1 or 2). RESULTS: The 48-80, 40-63 and 49-55 Gy dose regions from distribution-adding were significantly correlated with rectal bleeding, urgency/tenesmus and stool frequency respectively. Additionally, urgency/tenesmus and anorectal pain were associated with the 25-26 Gy and 44-48 Gy dose regions from distribution-adding respectively. Parameter-adding also indicated the low-mid dose region was significantly correlated with stool frequency and proctitis. CONCLUSIONS: This study confirms significant dose-histogram effects for gastrointestinal toxicities after including deformable registration to combine phases of EBRT/HDR prostate cancer treatment. The findings from distribution-adding were in most cases consistent with those from parameter-adding. The mid-high dose range and near maximum doses were important for rectal bleeding. The distribution-adding mid-high dose range was also important for stool frequency and urgency/tenesmus. We encourage additional studies in a variety of institutions using a variety of dose accumulation methods with appropriate inter-fraction motion management. TRIAL REGISTRATION: NCT NCT00193856 . Retrospectively registered 12 September 2005.


Assuntos
Braquiterapia , Gastroenteropatias/etiologia , Próstata/efeitos da radiação , Neoplasias da Próstata/radioterapia , Lesões por Radiação/etiologia , Planejamento da Radioterapia Assistida por Computador , Braquiterapia/efeitos adversos , Humanos , Modelos Logísticos , Masculino , Neoplasias da Próstata/diagnóstico por imagem , Dosagem Radioterapêutica , Sistema de Registros , Software , Tomografia Computadorizada por Raios X
19.
Sci Rep ; 6: 22595, 2016 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-26940762

RESUMO

The highly restrictive blood-brain barrier (BBB) plays a critically important role in maintaining brain homeostasis and is pivotal for proper neuronal function. The BBB is currently considered the main limiting factor restricting the passage of large (up to 200 nm) intravenously administered nanoparticles to the brain. Breakdown of the barrier occurs as a consequence of cerebrovascular diseases and traumatic brain injury. In this article, we report that remote injuries in the CNS are also associated with BBB dysfunction. In particular, we show that a focal partial transection of the optic nerve triggers a previously unknown transient opening of the mammalian BBB that occurs in the visual centres. Importantly, we demonstrate that this transient BBB breakdown results in a dramatic change in the biodistribution of intravenously administered large polymeric nanoparticles which were previously deemed as BBB-impermeable.


Assuntos
Barreira Hematoencefálica/metabolismo , Encefalopatias/fisiopatologia , Nanopartículas/metabolismo , Traumatismos do Nervo Óptico , Nervo Óptico/patologia , Polímeros/farmacocinética , Administração Intravenosa , Animais , Transporte Biológico , Encefalopatias/cirurgia , Modelos Animais de Doenças , Feminino , Humanos , Nervo Óptico/cirurgia , Ratos , Ratos Endogâmicos , Distribuição Tecidual
20.
PLoS One ; 11(8): e0160789, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27501242

RESUMO

BACKGROUND AND AIMS: Validation of non-invasive methods of liver fat quantification requires a reference standard. However, using standard histopathology assessment of liver biopsies is problematical because of poor repeatability. We aimed to assess a stereological method of measuring volumetric liver fat fraction (VLFF) in liver biopsies and to use the method to validate a magnetic resonance imaging method for measurement of VLFF. METHODS: VLFFs were measured in 59 subjects (1) by three independent analysts using a stereological point counting technique combined with the Delesse principle on liver biopsy histological sections and (2) by three independent analysts using the HepaFat-Scan® technique on magnetic resonance images of the liver. Bland Altman statistics and intraclass correlation (IC) were used to assess the repeatability of each method and the bias between the methods of liver fat fraction measurement. RESULTS: Inter-analyst repeatability coefficients for the stereology and HepaFat-Scan® methods were 8.2 (95% CI 7.7-8.8)% and 2.4 (95% CI 2.2-2.5)% VLFF respectively. IC coefficients were 0.86 (95% CI 0.69-0.93) and 0.990 (95% CI 0.985-0.994) respectively. Small biases (≤3.4%) were observable between two pairs of analysts using stereology while no significant biases were observable between any of the three pairs of analysts using HepaFat-Scan®. A bias of 1.4±0.5% VLFF was observed between the HepaFat-Scan® method and the stereological method. CONCLUSIONS: Repeatability of the stereological method is superior to the previously reported performance of assessment of hepatic steatosis by histopathologists and is a suitable reference standard for validating non-invasive methods of measurement of VLFF.


Assuntos
Fígado Gorduroso/patologia , Técnicas Histológicas/métodos , Interpretação de Imagem Assistida por Computador/normas , Hepatopatias/patologia , Imageamento por Ressonância Magnética/métodos , Adulto , Idoso , Biópsia , Fígado Gorduroso/cirurgia , Feminino , Humanos , Interpretação de Imagem Assistida por Computador/métodos , Hepatopatias/cirurgia , Masculino , Pessoa de Meia-Idade , Padrões de Referência , Adulto Jovem
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