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1.
PLoS One ; 18(4): e0279323, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37058505

RESUMEN

BACKGROUND: The differentiation of minimal-fat-or low-fat-angiomyolipomas from other renal lesions is clinically challenging in conventional computed tomography. In this work, we have assessed the potential of grating-based x-ray phase-contrast computed tomography (GBPC-CT) for visualization and quantitative differentiation of minimal-fat angiomyolipomas (mfAMLs) and oncocytomas from renal cell carcinomas (RCCs) on ex vivo renal samples. MATERIALS AND METHODS: Laboratory GBPC-CT was performed at 40 kVp on 28 ex vivo kidney specimens including five angiomyolipomas with three minimal-fat (mfAMLs) and two high-fat (hfAMLs) subtypes as well as three oncocytomas and 20 RCCs with eight clear cell (ccRCCs), seven papillary (pRCCs) and five chromophobe RCC (chrRCC) subtypes. Quantitative values of conventional Hounsfield units (HU) and phase-contrast Hounsfield units (HUp) were determined and histogram analysis was performed on GBPC-CT and grating-based attenuation-contrast computed tomography (GBAC-CT) slices for each specimen. For comparison, the same specimens were imaged at a 3T magnetic resonance imaging (MRI) scanner. RESULTS: We have successfully matched GBPC-CT images with clinical MRI and histology, as GBPC-CT presented with increased soft tissue contrast compared to absorption-based images. GBPC-CT images revealed a qualitative and quantitative difference between mfAML samples (58±4 HUp) and oncocytomas (44±10 HUp, p = 0.057) and RCCs (ccRCCs: 40±12 HUp, p = 0.012; pRCCs: 43±9 HUp, p = 0.017; chrRCCs: 40±7 HUp, p = 0.057) in contrast to corresponding laboratory attenuation-contrast CT and clinical MRI, although not all differences were statistically significant. Due to the heterogeneity and lower signal of oncocytomas, quantitative differentiation of the samples based on HUp or in combination with HUs was not possible. CONCLUSIONS: GBPC-CT allows quantitative differentiation of minimal-fat angiomyolipomas from pRCCs and ccRCCs in contrast to absorption-based imaging and clinical MRI.


Asunto(s)
Adenoma Oxifílico , Angiomiolipoma , Carcinoma de Células Renales , Neoplasias Renales , Humanos , Carcinoma de Células Renales/diagnóstico por imagen , Carcinoma de Células Renales/patología , Neoplasias Renales/diagnóstico por imagen , Neoplasias Renales/patología , Angiomiolipoma/diagnóstico por imagen , Angiomiolipoma/patología , Rayos X , Tomografía Computarizada por Rayos X/métodos , Adenoma Oxifílico/diagnóstico por imagen , Diagnóstico Diferencial , Estudios Retrospectivos
2.
Artículo en Inglés | MEDLINE | ID: mdl-34183320

RESUMEN

INTRODUCTION: As white matter hyperintensities (WMHs) of the brain are associated with an increased risk of stroke, cognitive decline, and depression, elucidating the associated risk factors is important. In addition to age and hypertension, pre-diabetes and diabetes may play important roles in the development of WMHs. Previous studies have, however, shown conflicting results. We aimed to investigate the effect of diabetes status and quantitative markers of glucose metabolism on WMH volume in a population-based cohort without prior cardiovascular disease. RESEARCH DESIGN AND METHODS: 400 participants underwent 3 T MRI. WMHs were manually segmented on 3D fluid-attenuated inversion recovery images. An oral glucose tolerance test (OGTT) was administered to all participants not previously diagnosed with diabetes to assess 2-hour serum glucose concentrations. Fasting glucose concentrations and glycated hemoglobin (HbA1c) levels were measured. Zero-inflated negative binomial regression analyses of WMH volume and measures of glycemic status were performed while controlling for cardiovascular risk factors and multiple testing. RESULTS: The final study population comprised 388 participants (57% male; age 56.3±9.2 years; n=98 with pre-diabetes, n=51 with diabetes). Higher WMH volume was associated with pre-diabetes (p=0.001) and diabetes (p=0.026) compared with normoglycemic control participants after adjustment for cardiovascular risk factors. 2-hour serum glucose (p<0.001), but not fasting glucose (p=0.389) or HbA1c (p=0.050), showed a significant positive association with WMH volume after adjustment for cardiovascular risk factors. CONCLUSION: Our results indicate that high 2-hour serum glucose concentration in OGTT, but not fasting glucose levels, may be an independent risk factor for the development of WMHs, with the potential to inform intensified prevention strategies in individuals at risk of WMH-associated morbidity.


Asunto(s)
Disfunción Cognitiva , Diabetes Mellitus , Estado Prediabético , Sustancia Blanca , Anciano , Diabetes Mellitus/epidemiología , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Estado Prediabético/epidemiología , Sustancia Blanca/diagnóstico por imagen
3.
Sci Rep ; 11(1): 2325, 2021 01 27.
Artículo en Inglés | MEDLINE | ID: mdl-33504924

RESUMEN

To identify the most important parameters associated with cerebral white matter hyperintensities (WMH), in consideration of potential collinearity, we used a data-driven machine-learning approach. We analysed two independent cohorts (KORA and SHIP). WMH volumes were derived from cMRI-images (FLAIR). 90 (KORA) and 34 (SHIP) potential determinants of WMH including measures of diabetes, blood-pressure, medication-intake, sociodemographics, life-style factors, somatic/depressive-symptoms and sleep were collected. Elastic net regression was used to identify relevant predictor covariates associated with WMH volume. The ten most frequently selected variables in KORA were subsequently examined for robustness in SHIP. The final KORA sample consisted of 370 participants (58% male; age 55.7 ± 9.1 years), the SHIP sample comprised 854 participants (38% male; age 53.9 ± 9.3 years). The most often selected and highly replicable parameters associated with WMH volume were in descending order age, hypertension, components of the social environment (i.e. widowed, living alone) and prediabetes. A systematic machine-learning based analysis of two independent, population-based cohorts showed, that besides age and hypertension, prediabetes and components of the social environment might play important roles in the development of WMH. Our results enable personal risk assessment for the development of WMH and inform prevention strategies tailored to the individual patient.


Asunto(s)
Hipertensión/fisiopatología , Aprendizaje Automático , Sustancia Blanca/fisiología , Envejecimiento/fisiología , Presión Sanguínea/fisiología , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad
4.
Eur J Radiol ; 134: 109451, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-33279799

RESUMEN

OBJECTIVES: Management of incidental findings (IF) remains controversial but highly relevant. Our aim was to assess the frequency, management and psychosocial consequences of IF reporting in a population-based cohort study undergoing whole-body MR imaging. METHODS: The study was nested in a prospective cohort from a longitudinal, population-based cohort (KORA-FF4) in southern Germany. All MR obtained on 3 T MR scanner were reviewed by board-certified radiologists regarding clinically relevant IF. A baseline and follow-up questionnaires including PHQ-9 were completed prior to and 6-month after to the scan. RESULTS: Of 400 participants (56.3 ±â€¯9.2years, 58 % male) undergoing whole-body MR, IF were found in 22 % of participants (n = 89); most frequently located in the abdominal sequences. In the pre-scan survey, most participants stated as the motivation that they wanted to "contribute to a scientific purpose" (91 %), while "knowing whether I'm healthy" was the most frequent motivation reported 6 months post-scan (88 %). The desire for IF reporting increased over time (pre- vs. 6-months-post-scan), also for clinically less important IF (72 % vs. 84 %, p = 0.001). Regarding psychosocial impact, a small portion (3.4 %) reported that awaiting the IF report added "definitely" or "very probably" additional stress burden. Of participants with reported IF, 56.8 % classified the results as "very helpful". In the post-scan survey moderate depression was observed in 3.3 % and severe depression in 1.2 %. This did not differ between participants with and without reported IF. CONCLUSION: In a cohort with whole-body MR imaging, the prevalence of IF was high. Participants considered reporting of IF highly important and added only minor psychological burden.


Asunto(s)
Hallazgos Incidentales , Imagen por Resonancia Magnética , Estudios de Cohortes , Femenino , Alemania/epidemiología , Humanos , Masculino , Estudios Prospectivos
5.
Sci Rep ; 10(1): 9405, 2020 06 10.
Artículo en Inglés | MEDLINE | ID: mdl-32523085

RESUMEN

This study investigates the x-ray scattering characteristics of microsphere particles in x-ray-grating-based interferometric imaging at different concentrations, bubble sizes and tube voltages (kV). Attenuation (ATI), dark-field (DFI) and phase-contrast (PCI) images were acquired. Signal-to-noise (SNR) and contrast-to-noise ratios with water (CNRw) and air as reference (CNRa) were determined. In all modalities, a linear relationship between SNR and microbubbles concentration, respectively, microsphere size was found. A significant gain of SNR was found when varying kV. SNR was significantly higher in DFI and PCI than ATI. The highest gain of SNR was shown at 60 kV for all media in ATI and DFI, at 80 kV for PCI. SNR for all media was significantly higher compared to air and was slightly lower compared to water. A linear relationship was found between CNRa, CNRw, concentration and size. With increasing concentration and decreasing size, CNRa and CNRw increased in DFI, but decreased in PCI. Best CNRa and CNRw was found at specific combination of kV and concentration/size. Highest average CNRa and CNRw was found for microspheres in ATI and PCI, for microbubbles in DFI. Microspheres are a promising contrast-media for grating-based-interferometry, if kV, microsphere size and concentration are appropriately combined.


Asunto(s)
Medios de Contraste/química , Radiografía/métodos , Tomografía Computarizada por Rayos X/métodos , Microburbujas , Dosis de Radiación , Rayos X
6.
Sci Rep ; 10(1): 8363, 2020 05 20.
Artículo en Inglés | MEDLINE | ID: mdl-32433583

RESUMEN

To identify the most important factors that impact brain volume, while accounting for potential collinearity, we used a data-driven machine-learning approach. Gray Matter Volume (GMV) was derived from magnetic resonance imaging (3T, FLAIR) and adjusted for intracranial volume (ICV). 93 potential determinants of GMV from the categories sociodemographics, anthropometric measurements, cardio-metabolic variables, lifestyle factors, medication, sleep, and nutrition were obtained from 293 participants from a population-based cohort from Southern Germany. Elastic net regression was used to identify the most important determinants of ICV-adjusted GMV. The four variables age (selected in each of the 1000 splits), glomerular filtration rate (794 splits), diabetes (323 splits) and diabetes duration (122 splits) were identified to be most relevant predictors of GMV adjusted for intracranial volume. The elastic net model showed better performance compared to a constant linear regression (mean squared error = 1.10 vs. 1.59, p < 0.001). These findings are relevant for preventive and therapeutic considerations and for neuroimaging studies, as they suggest to take information on metabolic status and renal function into account as potential confounders.


Asunto(s)
Sustancia Gris/fisiología , Aprendizaje Automático , Modelos Neurológicos , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/fisiopatología , Estudios de Casos y Controles , Factores de Confusión Epidemiológicos , Estudios Transversales , Diabetes Mellitus Tipo 2/epidemiología , Diabetes Mellitus Tipo 2/fisiopatología , Femenino , Estudios de Seguimiento , Alemania/epidemiología , Tasa de Filtración Glomerular/fisiología , Sustancia Gris/diagnóstico por imagen , Humanos , Estilo de Vida , Modelos Lineales , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Tamaño de los Órganos/fisiología , Estado Prediabético/epidemiología , Estado Prediabético/fisiopatología , Estudios Prospectivos
7.
J Thorac Imaging ; 35(1): 49-55, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30570523

RESUMEN

PURPOSE: Myocardial strain analysis is a promising tool for the detection of subtle but relevant alterations of left ventricular function, also in asymptomatic subjects. Thus, we determined the feasibility of cardiac magnetic resonance-based 2D global strain analysis using feature tracking and its association with cardiovascular risk factors in a sample from the general population. MATERIALS AND METHODS: Subjects without a history of cardiocerebrovascular disease were enrolled in a substudy of the population-based KORA (Cooperative Health Research in the Region of Augsburg) cohort. In all participants with the absence of late gadolinium enhancement, longitudinal and circumferential global strains were measured on Cine SSFP imaging (TR: 29.97 ms, TE: 1.46 ms, ST: 8 mm), using a semiautomatic segmentation algorithm (CVI42, Circle, Canada). Differences in strain values according to age, sex, body mass index, hypertension, diabetes mellitus, and hyperlipidemia were derived using linear regression analysis. RESULTS: Among 360 subjects (mean age, 56.2±9.2 y, 57% male), the average global systolic radial strain was 40.1±8.2%, circumferential 19.9±2.7%, and longitudinal 19.8±3.2%. Male sex was associated with decreased global strain values, independent of the strain direction (all P<0.001). Although many cardiovascular risk factors were correlated with strain in univariate analysis, mainly waist-to-hip ratio and HbA1c remained associated with decreased radial and circumferential strains in fully adjusted models. Similarly, higher radial and circumferential strains were observed in older subjects (ß=0.14, P=0.01 and ß=0.11, P=0.04, respectively). CONCLUSIONS: Strain analysis using magnetic resonance feature tracking is feasible in population-based cohort studies and shows differences with respect to age and sex as well as an independent association with markers of metabolic syndrome.


Asunto(s)
Imagen por Resonancia Cinemagnética/métodos , Disfunción Ventricular Izquierda/diagnóstico por imagen , Disfunción Ventricular Izquierda/fisiopatología , Factores de Edad , Algoritmos , Índice de Masa Corporal , Medios de Contraste , Complicaciones de la Diabetes , Femenino , Humanos , Hiperlipidemias/complicaciones , Hipertensión/complicaciones , Interpretación de Imagen Asistida por Computador , Masculino , Persona de Mediana Edad , Factores de Riesgo , Factores Sexuales
8.
Sci Rep ; 9(1): 18616, 2019 12 09.
Artículo en Inglés | MEDLINE | ID: mdl-31819090

RESUMEN

We aimed to investigate the association of smoking and physical exercise on ventricular function and structure, determined by cardiac magnetic resonance imaging (CMR), in subjects without known cardiovascular diseases. A total of 381 participants (median age 57 years) of the Cooperative Health Research in the Region of Augsburg (KORA) FF4 cohort underwent CMR. The participants' smoking and sporting habits were measured by a questionnaire. Physical inactivity was associated with a reduction of left ventricular ejection fraction (LV-EF), stroke volume, early diastolic peak filling rate and peak ejection rate of the left ventricle as well as right ventricular stroke volume. LV-EF was reduced in subjects with almost no physical activity compared to subjects with regular physical activity (68.4%, 95%CI 66.8-70.1% vs. 70.8%, 95%CI 69.2-72.3%, p < 0,05). Smokers had lower right ventricular end-diastolic volumes (80.6 ml/m², 95%CI 76.7-84.5 ml/m²; never-smokers: 85.5 ml/m², 95%CI 82.6-88.3 ml/m²; p < 0.05) but higher extracellular volume fractions (ECV) and fibrosis volumes (34.3 ml, 95%CI 32.5-36.0 ml, vs. 31.0 ml, 95%CI 29.6-32.3 ml, p < 0.01). We conclude that asymptomatic individuals without known cardiovascular diseases show differences in cardiac function and structure depending on their physical activity and smoking habits. This underlines the importance of prevention and health education.


Asunto(s)
Sistema Cardiovascular , Conducta Sedentaria , Fumar , Función Ventricular Izquierda , Función Ventricular Derecha , Cicatriz/fisiopatología , Estudios Transversales , Ejercicio Físico , Femenino , Fibrosis/fisiopatología , Voluntarios Sanos , Pruebas de Función Cardíaca , Humanos , Imagen por Resonancia Magnética , Imagen por Resonancia Cinemagnética , Masculino , Persona de Mediana Edad , Miocardio/patología , Análisis de Regresión , Factores de Riesgo , Volumen Sistólico , Encuestas y Cuestionarios
9.
PLoS One ; 14(1): e0210291, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30625220

RESUMEN

BACKGROUND: The extent of intraductal carcinoma in situ (DCIS) is commonly underestimated due to the discontinuous growth and lack of microcalcifications. Specimen radiography has been established to reduce the rate of re-excision. However, the predictive value for margin assessment with conventional specimen radiography for DCIS is low. In this study we assessed the potential of grating-based phase-contrast computed tomography (GBPC-CT) at conventional X-ray sources for specimen tomography of DCIS containing samples. MATERIALS AND METHODS: GBPC-CT was performed on four ex-vivo breast specimens containing DCIS and invasive carcinoma of non-specific type. Phase-contrast and absorption-based datasets were manually matched with corresponding histological slices as the standard of reference. RESULTS: Matching of CT images and histology was successful. GBPC-CT showed an improved soft tissue contrast compared to absorption-based images revealing more histological details in the same sections. Non-calcifying DCIS exceeding the invasive tumor could be correlated to areas of dilated bright ducts around the tumor. CONCLUSIONS: GBPC-CT imaging at conventional X-ray sources offers improved depiction quality for the imaging of breast tissue samples compared to absorption-based imaging, allows the identification of diagnostically relevant tissue details, and provides full three-dimensional assessment of sample margins.


Asunto(s)
Neoplasias de la Mama/diagnóstico por imagen , Carcinoma Intraductal no Infiltrante/diagnóstico por imagen , Tomografía Computarizada por Rayos X/métodos , Neoplasias de la Mama/patología , Neoplasias de la Mama/cirugía , Calcinosis/diagnóstico por imagen , Calcinosis/patología , Carcinoma Ductal de Mama/diagnóstico por imagen , Carcinoma Ductal de Mama/patología , Carcinoma Intraductal no Infiltrante/patología , Carcinoma Intraductal no Infiltrante/cirugía , Femenino , Humanos , Técnicas In Vitro , Mamografía/métodos , Microscopía de Contraste de Fase/métodos , Estudios Prospectivos
10.
Sci Rep ; 8(1): 15700, 2018 10 24.
Artículo en Inglés | MEDLINE | ID: mdl-30356116

RESUMEN

With the introduction of screening mammography, the mortality rate of breast cancer has been reduced throughout the last decades. However, many women undergo unnecessary subsequent examinations due to inconclusive diagnoses from mammography. Two pathways appear especially promising to reduce the number of false-positive diagnoses. In a clinical study, mammography using synchrotron radiation was able to clarify the diagnosis in the majority of inconclusive cases. The second highly valued approach focuses on the application of phase-sensitive techniques such as grating-based phase-contrast and dark-field imaging. Feasibility studies have demonstrated a promising enhancement of diagnostic content, but suffer from dose concerns. Here we present dose-compatible grating-based phase-contrast and dark-field images as well as conventional absorption images acquired with monochromatic x-rays from a compact synchrotron source based on inverse Compton scattering. Images of freshly dissected mastectomy specimens show improved diagnostic content over ex-vivo clinical mammography images at lower or equal dose. We demonstrate increased contrast-to-noise ratio for monochromatic over clinical images for a well-defined phantom. Compact synchrotron sources could potentially serve as a clinical second level examination.


Asunto(s)
Neoplasias de la Mama/diagnóstico por imagen , Mamografía/instrumentación , Mamografía/métodos , Mastectomía , Sincrotrones , Neoplasias de la Mama/cirugía , Detección Precoz del Cáncer/métodos , Femenino , Humanos , Fantasmas de Imagen , Dosis de Radiación , Tolerancia a Radiación , Rayos X
11.
PLoS One ; 13(9): e0204565, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30261038

RESUMEN

Disorders of the lungs such as chronic obstructive pulmonary disease (COPD) are a major cause of chronic morbidity and mortality and the third leading cause of death in the world. The absence of sensitive diagnostic tests for early disease stages of COPD results in under-diagnosis of this treatable disease in an estimated 60-85% of the patients. In recent years a grating-based approach to X-ray dark-field contrast imaging has shown to be very sensitive for the detection and quantification of pulmonary emphysema in small animal models. However, translation of this technique to imaging systems suitable for humans remains challenging and has not yet been reported. In this manuscript, we present the first X-ray dark-field images of in-situ human lungs in a deceased body, demonstrating the feasibility of X-ray dark-field chest radiography on a human scale. Results were correlated with findings of computed tomography imaging and autopsy. The performance of the experimental radiography setup allows acquisition of multi-contrast chest X-ray images within clinical boundary conditions, including radiation dose. Upcoming clinical studies will have to demonstrate that this technology has the potential to improve early diagnosis of COPD and pulmonary diseases in general.


Asunto(s)
Pulmón/diagnóstico por imagen , Radiografía Torácica/métodos , Autopsia , Cadáver , Diagnóstico Precoz , Estudios de Factibilidad , Femenino , Humanos , Interferometría/instrumentación , Interferometría/métodos , Enfermedades Pulmonares/diagnóstico por imagen , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico por imagen , Interpretación de Imagen Radiográfica Asistida por Computador , Radiografía Torácica/instrumentación , Radiografía Torácica/estadística & datos numéricos , Tomografía Computarizada por Rayos X
12.
BMC Cardiovasc Disord ; 18(1): 162, 2018 08 09.
Artículo en Inglés | MEDLINE | ID: mdl-30092757

RESUMEN

BACKGROUND: Left ventricular (LV) hypertrophy and changes in LV geometry are associated with increased cardiovascular mortality. Subjects with type 2 diabetes have an increased risk of such alterations in cardiac morphology. We sought to assess the association of glycemic status and LV wall thickness measured by cardiac magnetic resonance (CMR), and potential interactions of hypertension and diabetes. METHODS: CMR was performed on 359 participants from a cross-sectional study nested in a population-based cohort (KORA FF4) free of overt cardiovascular disease. Participants were classified according to their glycemic status as either control (normal glucose metabolism), prediabetes or type 2 diabetes. Segmentation of the left ventricle was defined according to the American Heart Association (AHA) 16-segment model. Measurements of wall thickness were obtained at end-diastole and analyzed by linear regression models adjusted for traditional cardiovascular risk factors. RESULTS: LV wall thickness gradually increased from normoglycemic controls to subjects with prediabetes and subjects with diabetes (8.8 ± 1.4 vs 9.9 ± 1.4 vs 10.5 ± 1.6 mm, respectively). The association was independent of hypertension and traditional cardiovascular risk factors (ß-coefficient: 0.44 mm for prediabetes and 0.70 mm for diabetes, p-values compared to controls: p = 0.007 and p = 0.004, respectively). Whereas the association of glycemic status was strongest for the mid-cavity segments, the association of hypertension was strongest for the basal segments. CONCLUSION: Abnormal glucose metabolism, including pre-diabetes, is associated with increased LV wall thickness independent of hypertension.


Asunto(s)
Glucemia/metabolismo , Diabetes Mellitus Tipo 2/sangre , Cardiomiopatías Diabéticas/fisiopatología , Hipertrofia Ventricular Izquierda/fisiopatología , Estado Prediabético/sangre , Función Ventricular Izquierda , Remodelación Ventricular , Anciano , Biomarcadores/sangre , Estudios Transversales , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/diagnóstico , Cardiomiopatías Diabéticas/diagnóstico por imagen , Cardiomiopatías Diabéticas/etiología , Femenino , Hemoglobina Glucada/metabolismo , Humanos , Hipertrofia Ventricular Izquierda/diagnóstico por imagen , Hipertrofia Ventricular Izquierda/etiología , Imagen por Resonancia Cinemagnética , Masculino , Persona de Mediana Edad , Estado Prediabético/complicaciones , Estado Prediabético/diagnóstico , Factores de Riesgo
13.
Int J Radiat Oncol Biol Phys ; 101(4): 965-984, 2018 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-29976510

RESUMEN

PURPOSE: Experimental neuroimaging provides a wide range of methods for the visualization of brain anatomic morphology down to subcellular detail. Still, each technique-specific detection mechanism presents compromises among the achievable field-of-view size, spatial resolution, and nervous tissue sensitivity, leading to partial sample coverage, unresolved morphologic structures, or sparse labeling of neuronal populations and often also to obligatory sample dissection or other sample invasive manipulations. X-ray phase-contrast imaging computed tomography (PCI-CT) is an experimental imaging method that simultaneously provides micrometric spatial resolution, high soft-tissue sensitivity, and ex vivo full organ rodent brain coverage without any need for sample dissection, staining or labeling, or contrast agent injection. In the present study, we explored the benefits and limitations of PCI-CT use for in vitro imaging of normal and cancerous brain neuromorphology after in vivo treatment with synchrotron-generated x-ray microbeam radiation therapy (MRT), a spatially fractionated experimental high-dose radiosurgery. The goals were visualization of the MRT effects on nervous tissue and a qualitative comparison of the results to the histologic and high-field magnetic resonance imaging findings. METHODS AND MATERIALS: MRT was administered in vivo to the brain of both healthy and cancer-bearing rats. At 45 days after treatment, the brain was dissected out and imaged ex vivo using propagation-based PCI-CT. RESULTS: PCI-CT visualizes the brain anatomy and microvasculature in 3 dimensions and distinguishes cancerous tissue morphology, necrosis, and intratumor accumulation of iron and calcium deposits. Moreover, PCI-CT detects the effects of MRT throughout the treatment target areas (eg, the formation of micrometer-thick radiation-induced tissue ablation). The observed neurostructures were confirmed by histologic and immunohistochemistry examination and related to the micro-magnetic resonance imaging data. CONCLUSIONS: PCI-CT enabled a unique 3D neuroimaging approach for ex vivo studies on small animal models in that it concurrently delivers high-resolution insight of local brain tissue morphology in both normal and cancerous micro-milieu, localizes radiosurgical damage, and highlights the deep microvasculature. This method could assist experimental small animal neurology studies in the postmortem evaluation of neuropathology or treatment effects.


Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/radioterapia , Encéfalo/diagnóstico por imagen , Encéfalo/efectos de la radiación , Glioblastoma/diagnóstico por imagen , Glioblastoma/radioterapia , Neurorradiografía/métodos , Microtomografía por Rayos X/métodos , Animales , Encéfalo/irrigación sanguínea , Encéfalo/patología , Neoplasias Encefálicas/patología , Glioblastoma/patología , Imagen por Resonancia Magnética , Masculino , Microvasos/diagnóstico por imagen , Ratas , Ratas Endogámicas F344
14.
Cardiovasc Diabetol ; 17(1): 88, 2018 06 12.
Artículo en Inglés | MEDLINE | ID: mdl-29895299

RESUMEN

OBJECTIVES: Local, abdominal fat depots may be related to alterations in cardiac function and morphology due to a metabolic linkage. Thus, we aimed to determine their association with subtle cardiac changes and the potential interaction with hyperglycemic metabolic states. METHODS: Subjects from the general population and without history of cardiovascular disease were drawn from the Cooperative Health Research in the Region of Augsburg FF4 cohort and underwent 3 T cardiac and body MRI. Measures of abdominal adiposity such as hepatic proton-density fat fraction [PDFFhepatic], subcutaneous (SAT) and visceral abdominal fat (VAT) as well as established cardiac left-ventricular (LV) measures including LV remodeling index (LVCI) were derived. Associations were determined using linear regression analysis based on standard deviation normalized predictors. RESULTS: Among a total of 374 subjects (56.2 ± 9.1 years, 58% males), 49 subjects had diabetes, 99 subjects had prediabetes and 226 represented normal controls. Only subtle cardiac alterations were observed (e.g. LVCI: 1.13 ± 0.30). While SAT was not associated, increasing VAT and increasing PDFFhepatic were independently associated with increasing LVCI (ß = 0.11 and 0.06, respectively), decreasing LV end-diastolic volume (ß = - 6.70 and 3.23, respectively), and decreasing LV stroke volume (ß = - 3.91 and - 2.20, respectively). Hyperglycemic state did not modify the associations between VAT or PDFF and LV measures (interaction term: all p ≥ 0.29). CONCLUSION: In a healthy population, VAT but also PDFFhepatic were associated with subclinical measures of LV remodeling without evidence for a modifying effect of hyperglycemic state.


Asunto(s)
Adiposidad , Glucemia/metabolismo , Hipertrofia Ventricular Izquierda/diagnóstico por imagen , Grasa Intraabdominal/diagnóstico por imagen , Imagen por Resonancia Magnética , Obesidad Abdominal/diagnóstico por imagen , Estado Prediabético/sangre , Función Ventricular Izquierda , Remodelación Ventricular , Anciano , Enfermedades Asintomáticas , Biomarcadores/sangre , Estudios de Casos y Controles , Estudios Transversales , Hígado Graso/diagnóstico por imagen , Hígado Graso/etiología , Hígado Graso/fisiopatología , Femenino , Humanos , Hipertrofia Ventricular Izquierda/etiología , Hipertrofia Ventricular Izquierda/fisiopatología , Grasa Intraabdominal/fisiopatología , Masculino , Persona de Mediana Edad , Obesidad Abdominal/complicaciones , Obesidad Abdominal/fisiopatología , Estado Prediabético/complicaciones , Estado Prediabético/diagnóstico , Valor Predictivo de las Pruebas , Factores de Riesgo
15.
Invest Radiol ; 53(6): 357-364, 2018 06.
Artículo en Inglés | MEDLINE | ID: mdl-29494349

RESUMEN

INTRODUCTION: Detailed mechanisms in the pathophysiology of diabetes disease are poorly understood, but structural alterations in various organ systems incur an elevated risk for cardiovascular events and adverse outcome. The aim of this study was to compare multiorgan subclinical disease phenotypes by magnetic resonance (MR) imaging to study differences between subjects with prediabetes, diabetes, and normal controls. MATERIALS AND METHODS: Subjects without prior cardiovascular disease were enrolled in a prospective case-control study and underwent multiorgan MR for the assessment of metabolic and arteriosclerotic alterations, including age-related white matter changes, hepatic proton density fat fraction, visceral adipose tissue volume, left ventricular remodeling index, carotid plaque, and late gadolinium enhancement. Magnetic resonance features were summarized in a phenotypic-based score (range, 0-6). Univariate, multivariate correlation, and unsupervised clustering were performed. RESULTS: Among 243 subjects with complete multiorgan MR data sets included in the analysis (55.6 ± 8.9 years, 62% males), 48 were classified as subjects with prediabetes and 38 as subjects with diabetes. The MR phenotypic score was significantly higher in subjects with prediabetes and diabetes as compared with controls (mean score, 3.00 ± 1.04 and 2.69 ± 0.98 vs 1.22 ± 0.98, P < 0.001 respectively), also after adjustment for potential confounders. We identified 2 clusters of MR phenotype patterns associated with glycemic status (P < 0.001), independent of the MR score (cluster II-metabolic specific: odds ratio, 2.49; 95% CI, 1.00-6.17; P = 0.049). DISCUSSION: Subjects with prediabetes and diabetes have a significantly higher phenotypic-based score with a distinctive multiorgan phenotypic pattern, which may enable improved disease characterization.


Asunto(s)
Diabetes Mellitus/patología , Glucosa/metabolismo , Imagen por Resonancia Magnética/métodos , Estado Prediabético/patología , Adulto , Anciano , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Arterias Carótidas/diagnóstico por imagen , Arterias Carótidas/patología , Estudios de Casos y Controles , Análisis por Conglomerados , Femenino , Corazón/diagnóstico por imagen , Humanos , Grasa Intraabdominal/diagnóstico por imagen , Grasa Intraabdominal/patología , Hígado/diagnóstico por imagen , Hígado/patología , Masculino , Persona de Mediana Edad , Miocardio/patología , Fenotipo , Estudios Prospectivos , Factores de Riesgo
16.
Sci Rep ; 8(1): 2602, 2018 02 08.
Artículo en Inglés | MEDLINE | ID: mdl-29422512

RESUMEN

The aim of this study was to assess the diagnostic value of x-ray dark-field radiography to detect pneumothoraces in a pig model. Eight pigs were imaged with an experimental grating-based large-animal dark-field scanner before and after induction of a unilateral pneumothorax. Image contrast-to-noise ratios between lung tissue and the air-filled pleural cavity were quantified for transmission and dark-field radiograms. The projected area in the object plane of the inflated lung was measured in dark-field images to quantify the collapse of lung parenchyma due to a pneumothorax. Means and standard deviations for lung sizes and signal intensities from dark-field and transmission images were tested for statistical significance using Student's two-tailed t-test for paired samples. The contrast-to-noise ratio between the air-filled pleural space of lateral pneumothoraces and lung tissue was significantly higher in the dark-field (3.65 ± 0.9) than in the transmission images (1.13 ± 1.1; p = 0.002). In case of dorsally located pneumothoraces, a significant decrease (-20.5%; p > 0.0001) in the projected area of inflated lung parenchyma was found after a pneumothorax was induced. Therefore, the detection of pneumothoraces in x-ray dark-field radiography was facilitated compared to transmission imaging in a large animal model.


Asunto(s)
Pulmón/diagnóstico por imagen , Neumotórax/diagnóstico por imagen , Animales , Modelos Animales de Enfermedad , Radiografía/métodos , Porcinos , Rayos X
17.
Eur Radiol ; 28(7): 3105-3113, 2018 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-29423576

RESUMEN

OBJECTIVES: The aim of this study was to assess subclinical changes in right ventricular volumes and function in subjects with prediabetes and diabetes and controls without a history of cardiovascular disease. METHODS: Data from 400 participants in the KORA FF4 study without self-reported cardiovascular disease who underwent 3-T whole-body MRI were obtained. The right ventricle was evaluated using the short axis and a four-chamber view. Diabetes was defined according to WHO criteria. Associations between glucose tolerance and right ventricular parameters were assessed using multivariable adjusted linear regression models. RESULTS: Data from 337 participants were available for analysis. Of these, 43 (13%) had diabetes, 87 (26%) had prediabetes, and 207 (61%) were normoglycaemic controls. There was a stepwise decrease in right ventricular volumes in men with prediabetes and diabetes in comparison with controls, including right ventricular end-diastolic volume (ß = -20.4 and ß = -25.6, respectively; p ≤ 0.005), right ventricular end-systolic volume (ß = -12.3 and ß = -12.7, respectively; p ≤ 0.037) and right ventricular stroke volume (ß = -8.1 and ß = -13.1, respectively, p ≤ 0.016). We did not observe any association between prediabetes or diabetes and right ventricular volumes in women or between prediabetes or diabetes and right ventricular ejection fraction in men and women. CONCLUSIONS: This study points towards early subclinical changes in right ventricular volumes in men with diabetes and prediabetes. KEY POINTS: • MRI was used to detect subclinical changes in right ventricular parameters. • Diabetes mellitus is associated with right ventricular dysfunction. • Impairment of right ventricular volumes seems to occur predominantly in men.


Asunto(s)
Diabetes Mellitus/diagnóstico por imagen , Disfunción Ventricular Derecha/diagnóstico por imagen , Adulto , Anciano , Estudios de Casos y Controles , Diabetes Mellitus/fisiopatología , Femenino , Ventrículos Cardíacos/fisiopatología , Humanos , Modelos Lineales , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Estado Prediabético/diagnóstico por imagen , Estado Prediabético/fisiopatología , Volumen Sistólico/fisiología , Disfunción Ventricular Derecha/fisiopatología , Función Ventricular Derecha/fisiología
18.
Sci Rep ; 8(1): 2096, 2018 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-29391514

RESUMEN

The aim of this study was to evaluate the feasibility of early stage imaging of acute lung inflammation in mice using grating-based X-ray dark-field imaging in vivo. Acute lung inflammation was induced in mice by orotracheal instillation of porcine pancreatic elastase. Control mice received orotracheal instillation of PBS. Mice were imaged immediately before and 1 day after the application of elastase or PBS to assess acute changes in pulmonary structure due to lung inflammation. Subsequently, 6 mice from each group were sacrificed and their lungs were lavaged and explanted for histological analysis. A further 7, 14 and 21 days later the remaining mice were imaged again. All images were acquired with a prototype grating-based small-animal scanner to generate dark-field and transmission radiographs. Lavage confirmed that mice in the experimental group had developed acute lung inflammation one day after administration of elastase. Acute lung inflammation was visible as a striking decrease in signal intensity of the pulmonary parenchyma on dark-field images at day 1. Quantitative analysis confirmed that dark-field signal intensity at day 1 was significantly lower than signal intensities measured at the remaining timepoints, confirming that acute lung inflammation can be depicted in vivo with dark-field radiography.


Asunto(s)
Interpretación de Imagen Asistida por Computador/métodos , Neumonía/diagnóstico por imagen , Neumonía/patología , Animales , Femenino , Ratones , Ratones Endogámicos C57BL , Reproducibilidad de los Resultados , Rayos X
19.
PLoS One ; 13(2): e0192448, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29401483

RESUMEN

BACKGROUND: The aim of our study was to determine the relation of alcohol consumption and cigarette smoking on continuous-measured hepatic fat fraction (HFF) in a population free of cardiovascular disease. We suggested a direct correlation of alcohol consumption with HFF and increased HFF in former smokers compared to current smokers. METHODS: Data from 384 subjects (mean age: 56 years, 58% men) of a population-based cohort study (KORA) were included in a cross-sectional design. Liver fat was assessed by 3 Tesla magnetic resonance imaging (MRI) using a multi-echo Dixon sequence and T2-corrected single voxel multi-echo spectroscopy (1H-MRS). Smoking status was classified as never, former or current smoker and alcohol consumption as non-, moderate (0.1-39.9 g/day for men and 0.1-19.9 g/day for women), or heavy drinker (≥ 40 g/day for men and ≥ 20 g/day for women). Fatty liver disease was defined as HFF≥5.56%. RESULTS: Average HFF was 8.8% by 1H-MRS and 8.5% by MRI. Former smokers showed a higher HFF (MRI: ß = 2.64; p = 0.006) and a higher FLD prevalence (MRI: OR = 1.91; p = 0.006) compared to never smokers. Current smokers showed decreased odds for FLD measured by 1H-MRS after multivariable adjustment (OR = 0.37; p = 0.007) with never smoker as reference. Heavy drinking was positively associated with HFF (1H-MRS: ß = 2.99; p = 0.003) and showed highest odds for FLD (1H-MRS: OR = 3.05; p = 0.008) with non-drinker as reference. Moderate drinking showed a positive association with HFF (1H-MRS: ß = 1.54; p = 0.061 and MRI: ß = 1.75; p = 0.050). CONCLUSIONS: Our data revealed lowest odds for FLD in current smokers, moderate drinkers showing higher HFF than non-drinkers and heavy drinkers showing highest HFF and odds for FLD. These findings partly conflict with former literature and underline the importance of further studies to investigate the complex effects on liver metabolism.


Asunto(s)
Tejido Adiposo/patología , Consumo de Bebidas Alcohólicas , Hígado/patología , Fumar , Adulto , Estudios de Cohortes , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Adulto Joven
20.
Invest Radiol ; 53(6): 352-356, 2018 06.
Artículo en Inglés | MEDLINE | ID: mdl-29420322

RESUMEN

PURPOSE: The aim of this study was to investigate whether the detection of foreign bodies can be improved using dark-field and phase-contrast radiography compared with conventional (transmission) radiographs. MATERIALS AND METHODS: Experiments were performed using ex vivo pig paws, which were prepared with differently sized foreign bodies of metal, wood, and glass (n = 10 each). Paws without foreign bodies served as controls (n = 30). All images were acquired using an experimental grating-based large object radiography system. Five blinded readers (second- to fourth-year radiology residents) were asked to assess the presence or absence of any foreign body. Sensitivity and specificity for the detection of metal, wood, glass, and any foreign body were calculated and compared using McNemar test and generalized linear mixed models. RESULTS: Sensitivity for the detection of metal foreign bodies was 100% for all readers and image combinations. The sensitivity for the detection of wooden foreign bodies increased from 2% for transmission images to 78% when dark-field images were added (P < 0.0001). For glass foreign bodies, sensitivity increased from 84% for transmission images to 96% when adding phase-contrast images (P = 0.041). Sensitivity for the detection of any foreign body was 91% when transmission, dark-field, and phase-contrast images were viewed simultaneously, compared with 62% for transmission images alone (P < 0.0001). Specificity was 99% to 100% across all readers and radiography modalities. CONCLUSIONS: Adding dark-field images substantially improves the detection of wooden foreign bodies compared with the analysis of conventional (transmission) radiographs alone. Detection of glass foreign bodies was moderately improved when adding phase-contrast images.


Asunto(s)
Cuerpos Extraños/diagnóstico por imagen , Procesamiento de Imagen Asistido por Computador/métodos , Radiografía/métodos , Animales , Modelos Animales , Sensibilidad y Especificidad , Porcinos
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