58 results on '"Summers PE"'
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2. Transcriptomic and metabolomic analysis of Yukon Thellungiella plants grown in cabinets and their natural habitat show phenotypic plasticity
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Guevara David R, Champigny Marc J, Tattersall Ashley, Dedrick Jeff, Wong Chui E, Li Yong, Labbe Aurelie, Ping Chien-Lu, Wang Yanxiang, Nuin Paulo, Golding G, McCarry Brian E, Summers Peter S, Moffatt Barbara A, and Weretilnyk Elizabeth A
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Botany ,QK1-989 - Abstract
Abstract Background Thellungiella salsuginea is an important model plant due to its natural tolerance to abiotic stresses including salt, cold, and water deficits. Microarray and metabolite profiling have shown that Thellungiella undergoes stress-responsive changes in transcript and organic solute abundance when grown under controlled environmental conditions. However, few reports assess the capacity of plants to display stress-responsive traits in natural habitats where concurrent stresses are the norm. Results To determine whether stress-responsive changes observed in cabinet-grown plants are recapitulated in the field, we analyzed leaf transcript and metabolic profiles of Thellungiella growing in its native Yukon habitat during two years of contrasting meteorological conditions. We found 673 genes showing differential expression between field and unstressed, chamber-grown plants. There were comparatively few overlaps between genes expressed under field and cabinet treatment-specific conditions. Only 20 of 99 drought-responsive genes were expressed both in the field during a year of low precipitation and in plants subjected to drought treatments in cabinets. There was also a general pattern of lower abundance among metabolites found in field plants relative to control or stress-treated plants in growth cabinets. Nutrient availability may explain some of the observed differences. For example, proline accumulated to high levels in cold and salt-stressed cabinet-grown plants but proline content was, by comparison, negligible in plants at a saline Yukon field site. We show that proline accumulated in a stress-responsive manner in Thellungiella plants salinized in growth cabinets and in salt-stressed seedlings when nitrogen was provided at 1.0 mM. In seedlings grown on 0.1 mM nitrogen medium, the proline content was low while carbohydrates increased. The relatively higher content of sugar-like compounds in field plants and seedlings on low nitrogen media suggests that Thellungiella shows metabolic plasticity in response to environmental stress and that resource availability can influence the expression of stress tolerance traits under field conditions. Conclusion Comparisons between Thellungiella plants responding to stress in cabinets and in their natural habitats showed differences but also overlap between transcript and metabolite profiles. The traits in common offer potential targets for improving crops that must respond appropriately to multiple, concurrent stresses.
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- 2012
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3. Addressing intra- and inter-institution variability of a radiomic framework based on Apparent Diffusion Coefficient in prostate cancer.
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Morelli L, Paganelli C, Marvaso G, Parrella G, Annunziata S, Vicini MG, Zaffaroni M, Pepa M, Summers PE, De Cobelli O, Petralia G, Jereczek-Fossa BA, and Baroni G
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- Humans, Male, Aged, Middle Aged, Diffusion, Cohort Studies, Radiomics, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms radiotherapy, Diffusion Magnetic Resonance Imaging, Image Processing, Computer-Assisted methods
- Abstract
Background: Prostate cancer (PCa) is a highly heterogeneous disease, making tailored treatment approaches challenging. Magnetic resonance imaging (MRI), notably diffusion-weighted imaging (DWI) and the derived Apparent Diffusion Coefficient (ADC) maps, plays a crucial role in PCa characterization. In this context, radiomics is a very promising approach able to disclose insights from MRI data. However, the sensitivity of radiomic features to MRI settings, encompassing DWI protocols and multicenter variations, requires the development of robust and generalizable models., Purpose: To develop a comprehensive radiomics framework for noninvasive PCa characterization using ADC maps, focusing on identifying reliable imaging biomarkers against intra- and inter-institution variations., Materials and Methods: Two patient cohorts, including an internal cohort (118 PCa patients) used for both training (75%) and hold-out testing (25%), and an external cohort (50 PCa patients) for independent testing, were employed in the study. DWI images were acquired with three different DWI protocols on two different MRI scanners: two DWI protocols acquired on a 1.5-T scanner for the internal cohort, and one DWI protocol acquired on a 3-T scanner for the external cohort. One hundred and seven radiomics features (i.e., shape, first order, texture) were extracted from ADC maps of the whole prostate gland. To address variations in DWI protocols and multicenter variability, a dedicated pipeline, including two-way ANOVA, sequential-feature-selection (SFS), and ComBat features harmonization was implemented. Mann-Whitney U-tests (α = 0.05) were performed to find statistically significant features dividing patients with different tumor characteristics in terms of Gleason score (GS) and T-stage. Support-Vector-Machine models were then developed to predict GS and T-stage, and the performance was assessed through the area under the curve (AUC) of receiver-operating-characteristic curves., Results: Downstream of ANOVA, two subsets of 38 and 41 features stable against DWI protocol were identified for GS and T-stage, respectively. Among these, SFS revealed the most predictive features, yielding an AUC of 0.75 (GS) and 0.70 (T-stage) in the hold-out test. Employing ComBat harmonization improved the external-test performance of the GS model, raising AUC from 0.72 to 0.78., Conclusion: By incorporating stable features with a harmonization procedure and validating the model on an external dataset, model robustness, and generalizability were assessed, highlighting the potential of ADC and radiomics for PCa characterization., (© 2024 The Author(s). Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
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- 2024
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4. Can we predict pathology without surgery? Weighing the added value of multiparametric MRI and whole prostate radiomics in integrative machine learning models.
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Marvaso G, Isaksson LJ, Zaffaroni M, Vincini MG, Summers PE, Pepa M, Corrao G, Mazzola GC, Rotondi M, Mastroleo F, Raimondi S, Alessi S, Pricolo P, Luzzago S, Mistretta FA, Ferro M, Cattani F, Ceci F, Musi G, De Cobelli O, Cremonesi M, Gandini S, La Torre D, Orecchia R, Petralia G, and Jereczek-Fossa BA
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- Humans, Male, Aged, Middle Aged, Retrospective Studies, Prostate diagnostic imaging, Prostate pathology, Predictive Value of Tests, Decision Trees, Radiomics, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms pathology, Prostatic Neoplasms surgery, Machine Learning, Multiparametric Magnetic Resonance Imaging methods, Prostatectomy methods
- Abstract
Objective: To test the ability of high-performance machine learning (ML) models employing clinical, radiological, and radiomic variables to improve non-invasive prediction of the pathological status of prostate cancer (PCa) in a large, single-institution cohort., Methods: Patients who underwent multiparametric MRI and prostatectomy in our institution in 2015-2018 were considered; a total of 949 patients were included. Gradient-boosted decision tree models were separately trained using clinical features alone and in combination with radiological reporting and/or prostate radiomic features to predict pathological T, pathological N, ISUP score, and their change from preclinical assessment. Model behavior was analyzed in terms of performance, feature importance, Shapley additive explanation (SHAP) values, and mean absolute error (MAE). The best model was compared against a naïve model mimicking clinical workflow., Results: The model including all variables was the best performing (AUC values ranging from 0.73 to 0.96 for the six endpoints). Radiomic features brought a small yet measurable boost in performance, with the SHAP values indicating that their contribution can be critical to successful prediction of endpoints for individual patients. MAEs were lower for low-risk patients, suggesting that the models find them easier to classify. The best model outperformed (p ≤ 0.0001) clinical baseline, resulting in significantly fewer false negative predictions and overall was less prone to under-staging., Conclusions: Our results highlight the potential benefit of integrative ML models for pathological status prediction in PCa. Additional studies regarding clinical integration of such models can provide valuable information for personalizing therapy offering a tool to improve non-invasive prediction of pathological status., Clinical Relevance Statement: The best machine learning model was less prone to under-staging of the disease. The improved accuracy of our pathological prediction models could constitute an asset to the clinical workflow by providing clinicians with accurate pathological predictions prior to treatment., Key Points: • Currently, the most common strategies for pre-surgical stratification of prostate cancer (PCa) patients have shown to have suboptimal performances. • The addition of radiological features to the clinical features gave a considerable boost in model performance. Our best model outperforms the naïve model, avoiding under-staging and resulting in a critical advantage in the clinic. •Machine learning models incorporating clinical, radiological, and radiomics features significantly improved accuracy of pathological prediction in prostate cancer, possibly constituting an asset to the clinical workflow., (© 2024. The Author(s), under exclusive licence to European Society of Radiology.)
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- 2024
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5. Association between mpMRI detected tumor apparent diffusion coefficient and 5-year biochemical recurrence risk after radical prostatectomy.
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Alessi S, Maggioni R, Luzzago S, Summers PE, Renne G, Zugni F, Belmonte M, Raimondi S, Vignati S, Mistretta FA, Di Meglio L, D'Ascoli E, Scarabelli A, Marvaso G, De Cobelli O, Musi G, Jereczek-Fossa BA, Curigliano G, and Petralia G
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- Humans, Male, Middle Aged, Retrospective Studies, Aged, Prostate-Specific Antigen blood, Risk Assessment, Diffusion Magnetic Resonance Imaging methods, Prostatectomy, Prostatic Neoplasms surgery, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms pathology, Neoplasm Recurrence, Local diagnostic imaging, Multiparametric Magnetic Resonance Imaging
- Abstract
Purpose: To assess the ability of tumor apparent diffusion coefficient (ADC) values obtained from multiparametric magnetic resonance imaging (mpMRI) to predict the risk of 5-year biochemical recurrence (BCR) after radical prostatectomy (RP)., Materials and Methods: This retrospective analysis included 1207 peripheral and 232 non-peripheral zone prostate cancer (PCa) patients who underwent mpMRI before RP (2012-2015), with the outcome of interest being 5-year BCR. ADC was evaluated as a continuous variable and as categories: low (< 850 µm
2 /s), intermediate (850-1100 µm2 /s), and high (> 1100 µm2 /s). Kaplan-Meier curves with log-rank testing of BCR-free survival, multivariable Cox proportional hazard regression models were formed to estimate the risk of BCR., Results: Among the 1439 males with median age 63 (± 7) years, the median follow-up was 59 months, and 306 (25%) patients experienced BCR. Peripheral zone PCa patients with BCR had lower tumor ADC values than those without BCR (874 versus 1025 µm2 /s, p < 0.001). Five-year BCR-free survival rates were 52.3%, 74.4%, and 87% for patients in the low, intermediate, and high ADC value categories, respectively (p < 0.0001). Lower ADC was associated with BCR, both as continuously coded variable (HR: 5.35; p < 0.001) and as ADC categories (intermediate versus high ADC-HR: 1.56, p = 0.017; low vs. high ADC-HR; 2.36, p < 0.001). In the non-peripheral zone PCa patients, no association between ADC and BCR was observed., Conclusion: Tumor ADC values and categories were found to be predictive of the 5-year BCR risk after RP in patients with peripheral zone PCa and may serve as a prognostic biomarker., (© 2024. Italian Society of Medical Radiology.)- Published
- 2024
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6. Whole-body MRI in oncology: acquisition protocols, current guidelines, and beyond.
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Zugni F, Mariani L, Lambregts DMJ, Maggioni R, Summers PE, Granata V, Pecchi A, Di Costanzo G, De Muzio F, Cardobi N, Giovagnoni A, and Petralia G
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- Humans, Whole Body Imaging methods, Magnetic Resonance Imaging methods, Neoplasms diagnostic imaging, Practice Guidelines as Topic
- Abstract
Acknowledging the increasing use of whole-body magnetic resonance imaging (WB-MRI) in the oncological setting, we conducted a narrative review focusing on practical aspects of the examination and providing a synthesis of various acquisition protocols described in the literature. Firstly, we addressed the topic of patient preparation, emphasizing methods to enhance examination acceptance. This included strategies for reducing anxiety and patient distress, improving staff-patient interactions, and increasing overall patient comfort. Secondly, we analysed WB-MRI acquisition protocols recommended in existing imaging guidelines, such as MET-RADS-P, MY-RADS, and ONCO-RADS, and provided an overview of acquisition protocols reported in the literature regarding other expanding applications of WB-MRI in oncology, in patients with breast cancer, ovarian cancer, melanoma, colorectal and lung cancer, lymphoma, and cancers of unknown primary. Finally, we suggested possible acquisition parameters for whole-body images across MR systems from three different vendors., (© 2024. Italian Society of Medical Radiology.)
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- 2024
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7. Comparison of Early Contrast Enhancement Models in Ultrafast Dynamic Contrast-Enhanced Magnetic Resonance Imaging of Prostate Cancer.
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Clemente A, Selva G, Berks M, Morrone F, Morrone AA, Aulisa MC, Bliakharskaia E, De Nicola A, Tartaro A, and Summers PE
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Tofts models have failed to produce reliable quantitative markers for prostate cancer. We examined the differences between prostate zones and lesion PI-RADS categories and grade group (GG) using regions of interest drawn in tumor and normal-appearing tissue for a two-compartment uptake (2CU) model (including plasma volume (v
p ), plasma flow (Fp ), permeability surface area product (PS), plasma mean transit time (MTTp ), capillary transit time (Tc ), extraction fraction (E), and transfer constant (Ktrans )) and exponential (amplitude (A), arrival time (t0 ), and enhancement rate (α)), sigmoidal (amplitude (A0 ), center time relative to arrival time (A1 - T0 ), and slope (A2 )), and empirical mathematical models, and time to peak (TTP) parameters fitted to high temporal resolution (1.695 s) DCE-MRI data. In 25 patients with 35 PI-RADS category 3 or higher tumors, we found Fp and α differed between peripheral and transition zones. Parameters Fp , MTTp , Tc , E, α, A1 - T0 , and A2 and TTP all showed associations with PI-RADS categories and with GG in the PZ when normal-appearing regions were included in the non-cancer GG. PS and Ktrans were not associated with any PI-RADS category or GG. This pilot study suggests early enhancement parameters derived from ultrafast DCE-MRI may become markers of prostate cancer.- Published
- 2024
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8. Multiparametric MRI-based 5-year Risk Prediction Model for Biochemical Recurrence of Prostate Cancer after Radical Prostatectomy.
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Luzzago S, Colombo A, Mistretta FA, Alessi S, Di Trapani E, Summers PE, Piccinelli ML, Raimondi S, Vignati S, Clemente A, Rosati E, di Meglio L, d'Ascoli E, Scarabelli A, Zugni F, Belmonte M, Maggioni R, Ferro M, Fusco N, de Cobelli O, Musi G, and Petralia G
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- Humans, Male, Prostate, Prostate-Specific Antigen, Prostatectomy, Retrospective Studies, Multiparametric Magnetic Resonance Imaging, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms surgery
- Abstract
Background Current predictive tools to estimate the risk of biochemical recurrence (BCR) after treatment of prostate cancer do not consider multiparametric MRI (mpMRI) information. Purpose To develop a risk prediction tool that considers mpMRI findings to assess the risk of 5-year BCR after radical prostatectomy. Materials and Methods In this retrospective single-center analysis in 1459 patients with prostate cancer who underwent mpMRI before radical prostatectomy (in 2012-2015), the outcome of interest was 5-year BCR (two consecutive prostate-specific antigen [PSA] levels > 0.2 ng/mL [0.2 µg/L]). Patients were randomly divided into training (70%) and test (30%) sets. Kaplan-Meier plots were applied to the training set to estimate survival probabilities. Multivariable Cox regression models were used to test the relationship between BCR and different sets of exploratory variables. The C-index of the final model was calculated for the training and test sets and was compared with European Association of Urology, University of California San Francisco Cancer of the Prostate Risk Assessment, Memorial Sloan-Kettering Cancer Center, and Partin risk tools using the partial likelihood ratio test. Five risk categories were created. Results The median duration of follow-up in the whole cohort was 59 months (IQR, 32-81 months); 376 of 1459 (25.8%) patients had BCR. A multivariable Cox regression model (referred to as PIPEN, and composed of PSA density, International Society of Urological Pathology grade group, Prostate Imaging Reporting and Data System category, European Society of Urogenital Radiology extraprostatic extension score, nodes) fitted to the training data yielded a C-index of 0.74, superior to that of other predictive tools (C-index 0.70 for all models; P ≤ .01) and a median higher C-index on 500 test set replications (C-index, 0.73). Five PIPEN risk categories were identified with 5-year BCR-free survival rates of 92%, 84%, 71%, 56%, and 26% in very low-, low-, intermediate-, high-, and very high-risk patients, respectively (all P < .001). Conclusion A five-item model for predicting the risk of 5-year BCR after radical prostatectomy for prostate cancer was developed and internally verified, and five risk categories were identified. © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Aguirre and Ortegón in this issue.
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- 2023
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9. Is whole-body magnetic resonance imaging a source of anxiety in oncological patients?
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Mazzocco K, Busacchio D, Summers PE, Marzorati C, Pricolo P, Petralia G, and Pravettoni G
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- Humans, Whole Body Imaging methods, Anxiety diagnosis, Anxiety etiology, Tomography, X-Ray Computed methods, Magnetic Resonance Imaging methods, Neoplasms complications
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Objective: Magnetic resonance often produces feelings of anxiety before, or during, the examination. The aim of this study was to assess anxiety and potential causes of anxiety in cancer patients undergoing whole-body magnetic resonance imaging (WB-MRI)., Methods: This monocentric study recruited 70 cancer patients who were scheduled to undergo WB-MRI for detection, staging or therapy monitoring. At baseline (prior to the WB-MRI), assessments were performed using the State-Trait Anxiety Inventory (STAI-Y 1), Illness Perception Questionnaire (IPQ-R), Big Five Inventory (BIF-10) and Revised Life Orientation Test (LOT-R), while at the end of the WB-MRI examination the patients repeated the STAI-Y 1 questionnaire and were asked to indicate their preference between WB-MRI and computed tomography., Results: We found a positive correlation between pre- and post-examination STAI-Y 1 scores (r = 0.536, p < .0001), with no significant difference between them. Pre-examination STAI-Y 1 scores had a negative correlation with the emotional stability in the BIF-10 questionnaire (r = -0.47, p = .001) and a positive correlation with emotional representation (r = 0.57, p = .001) in IPQ-R. The post-examination STAI-Y 1 had a negative correlation with optimistic orientation (r = -0.59, p = .001)., Conclusions: The anxiety associated with a WB-MRI examination was only in small part associated with the examination itself, and in fact, most patients preferred WB-MRI to computed tomography. Concern with the outcome of the examination was likely a greater source of anxiety., (© 2022 The Authors. Cancer Reports published by Wiley Periodicals LLC.)
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- 2023
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10. Psychological characteristics and satisfaction for the whole-body MRI in cancer screening.
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Busacchio D, Mazzoni D, Mazzocco K, Pricolo P, Summers PE, Petralia G, and Pravettoni G
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- Humans, Magnetic Resonance Imaging methods, Magnetic Resonance Imaging psychology, Whole Body Imaging methods, Whole Body Imaging psychology, Personal Satisfaction, Early Detection of Cancer, Neoplasms
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Whole-body magnetic resonance imaging (WB-MRI) is an all-in-one non-invasive technique that can be used also in early cancer diagnosis in asymptomatic individuals. The aim of this work was to identify the personal characteristics predicting the satisfaction for the WB-MRI in a sample of healthy subjects. Before undergoing a WB-MRI examination, 154 participants completed a questionnaire covering sociodemographics (age, gender, education), personality traits (agreeableness, conscientiousness, emotional stability, extroversion, openness), and expectations about the procedure (expected usefulness, risks, noise, lack of air, duration). After the examination, participants reported their satisfaction with the WB-MRI. Results showed that agreeableness had a significant and positive effect on satisfaction. Expectations about its utility and the possible noise had a positive effect on satisfaction. Expectations of lack of air showed a negative significant effect on satisfaction. Sociodemographics showed no significant effects. Our study confirmed the important impact of individuals' personality and expectations on satisfaction with the procedure. Moreover, it provides useful insights for developing consultations aimed at increasing the acceptability of the procedure.
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- 2023
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11. Apparent Diffusion Coefficient and Other Preoperative Magnetic Resonance Imaging Features for the Prediction of Positive Surgical Margins in Prostate Cancer Patients Undergoing Radical Prostatectomy.
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Alessi S, Maggioni R, Luzzago S, Colombo A, Pricolo P, Summers PE, Saia G, Manzoni M, Renne G, Marvaso G, De Cobelli O, Bellomi M, Jereczek-Fossa BA, and Petralia G
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- Diffusion Magnetic Resonance Imaging, Humans, Magnetic Resonance Imaging, Male, Margins of Excision, Neoplasm Grading, Prostatectomy, Retrospective Studies, Prostate diagnostic imaging, Prostate surgery, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms surgery
- Abstract
Purpose: To investigate the use of apparent diffusion coefficient (ADC) values and other MRI features for predicting positive surgical margins (PSMs) in patients undergoing radical prostatectomy., Materials and Methods: We retrospectively identified 400 consecutive patients who underwent surgery for prostate cancer between January 2015 and June 2016. ADC values of the index lesion and other preoperative magnetic resonance imaging features, including tumor site, laterality, level, Prostate Imaging Reporting and Data System category, European Society of Urogenital Radiology extracapsular extension score, and prostate volume, were assessed. Univariate and multivariable logistic regression were performed. Performance in predicting the occurrence of PSMs was measured using the area under the curve (AUC). AUC differences were evaluated with the DeLong method. The Youden index was calculated to identify the ADC threshold to best discriminate patients with PSMs., Results: Of the 400 patients, 105 (26.2%) had PSMs after radical prostatectomy. ADC values, Prostate Imaging Reporting and Data System category, extracapsular extension score, tumor site, and laterality were significantly associated with PSMs (P < .001) in univariate analysis. The AUC of the predictive model based on ADC alone was 68.2% (95% confidence interval, 62.2-74.2%) and did not significantly differ from the best multivariable predictive model which combined laterality, and site with ADC to attain an AUC of 70.0% (95% confidence interval, 64.2-75.8%; DeLong P = .318). The ADC threshold that maximized the Youden index was 960.3 µm
2 /s., Conclusion: ADC values and preoperative magnetic resonance imaging features can help estimate the risk of PSMs after radical prostatectomy., Competing Interests: Disclosure Paul Summers declares a relationship with the following companies: QMRI Tech. The remaining authors of this manuscript declare no relationships with any companies, whose products or services may be related to the subject matter of the article., (Copyright © 2021 Elsevier Inc. All rights reserved.)- Published
- 2021
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12. Whole-body magnetic resonance imaging (WB-MRI) for cancer screening: recommendations for use.
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Petralia G, Zugni F, Summers PE, Colombo A, Pricolo P, Grazioli L, Colagrande S, Giovagnoni A, and Padhani AR
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- Humans, Practice Guidelines as Topic, Early Detection of Cancer methods, Magnetic Resonance Imaging methods, Whole Body Imaging
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Whole-body magnetic resonance imaging (WB-MRI) is currently recommended for cancer screening in adult and paediatric subjects with cancer predisposition syndromes, representing a substantial aid for prolonging health and survival of these subjects with a high oncological risk. Additionally, the number of studies exploring the use of WB-MRI for cancer screening in asymptomatic subjects from the general population is growing. The primary aim of this review was to analyse the acquisition protocols found in the literature, in order to identify common sequences across published studies and to discuss the need of additional ones for specific populations. The secondary aim of this review was to provide a synthesis of current recommendations regarding the use of WB-MRI for cancer screening., (© 2021. The Author(s).)
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- 2021
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13. The role of MRI in the management of a prostate cancer patient with bone and lymph nodes metastases. A case report.
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Belmonte M, Saia G, Zugni F, Alessi S, Colombo A, Summers PE, Luzzago S, Marvaso G, Musi G, De Cobelli O, Jereczek-Fossa BA, and Petralia G
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- Humans, Lymph Nodes diagnostic imaging, Lymph Nodes pathology, Lymphatic Metastasis diagnostic imaging, Magnetic Resonance Imaging, Male, Neoplasm Staging, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms pathology
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The use of multiparametric prostate magnetic resonance imaging (mpMRI) is recommended, in the European Association of Urology (EAU) guidelines, for local staging of patients with prostate cancer (PCa). Systemic staging is recommended only for patients with unfavourable intermediate and high-risk disease; with bone and lymph node assessments usually being performed using bone scan (BS) and computed tomography (CT), respectively. Magnetic resonance imaging (MRI) is the imaging technique with the highest sensitivity for the detection of bone metastases and has shown promising results also for lymph node assessments. In this report we illustrate how MRI provided a comprehensive assessment of local disease as well as bone and lymph node metastases in a patient with PCa. (www.actabiomedica.it).
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- 2021
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14. Cystic Fibrosis, New Frontier: Exploring the Functional Connectivity of the Brain Default Mode Network. Comment on Elce et al. Impact of Physical Activity on Cognitive Functions: A New Field for Research and Management of Cystic Fibrosis. Diagnostics 2020, 10 , 489.
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Gambazza S, Nobili RM, Biffi R, Summers PE, Colombo C, and Costa A
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We read with great interest the paper entitled "Impact of physical activity of cognitive functions: a new field for research and management of Cystic Fibrosis" by Elce et al. [...].
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- 2021
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15. Value Attribution in the Decision to Use of Whole Body MRI for Early Cancer Diagnosis.
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Busacchio D, Mazzocco K, Radice D, Summers PE, Pricolo P, Pravettoni G, and Petralia G
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This study aimed to identify the main factors that asymptomatic individuals considered when deciding to undergo self-referred Whole-body MRI (WB-MRI) for early cancer diagnosis and the subjective values attributed to each mentioned factor in a Decision tree analysis. Personal characteristics such as risk perception and personality were investigated as possible factors affecting value attribution. Seventy-four volunteers (mean age 56.4; male = 47) filled a simplified decision tree by expressing the expected factors and related subjective values associated with two screening options for early cancer diagnosis (standard procedures vs. WB-MRI+standard procedures) while waiting for a WB-MRI examination. Questionnaires on risk perception and personality traits were also administered. Expected factors were summarized in 5 clusters: diagnostic certainty, psychological well-being, safety, test validity and time/cost. Test validity and time/cost were evaluated as potential losses in both procedures. Diagnostic Certainty and safety were evaluated as losses in standard screening, and as an advantage when considering WB-MRI+standard screening. Forty-five percent of participants considered WB-MRI+standard screening as beneficial for their psychological well-being. Finally, personal absolute and comparative risk to get cancer was associated with a positive value attribution to WB-MRI ( p < 0.05). Our results showed the addition of WB-MRI to be generally considered a good option to increase individuals' perceptions of diagnostic certainty and the safety of the exam, and to increase psychological well-being. The positive value of such a screening option increased with the individual's cancer risk perception.
- Published
- 2021
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16. Effects of Sex and Age on Fat Fraction, Diffusion-Weighted Image Signal Intensity and Apparent Diffusion Coefficient in the Bone Marrow of Asymptomatic Individuals: A Cross-Sectional Whole-Body MRI Study.
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Colombo A, Bombelli L, Summers PE, Saia G, Zugni F, Marvaso G, Grimm R, Jereczek-Fossa BA, Padhani AR, and Petralia G
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We aimed to describe the relationships between the relative fat fraction (%FF), muscle-normalized diffusion-weighted (DW) image signal intensity and water apparent diffusion coefficient (ADC), sex and age for normal bone marrow, in the normal population. Our retrospective cohort consisted of 100 asymptomatic individuals, equally divided by sex and 10-year age groups, who underwent whole-body MRI at 1.5 T for early cancer detection. Semi-automated segmentation of global bone marrow volume was performed using the DW images and the resulting segmentation masks were projected onto the ADC and %FF maps for extraction of parameter values. Differences in the parameter values between sexes at age ranges were assessed using the Mann-Whitney and Kruskal-Wallis tests. The Spearman correlation coefficient r was used to assess the relationship of each imaging parameter with age, and of %FF with ADC and normalized DW signal intensity values. The average %FF of normal bone marrow was 65.6 ± 7.2%, while nSI
b50 , nSIb900 and ADC were 1.7 ± 0.5, 3.2 ± 0.9 and 422 ± 67 μm2 /s, respectively. The bone marrow %FF values increased with age in both sexes (r = 0.63 and r = 0.64, respectively, p < 0.001). Values of nSIb50 and nSIb900 were higher in younger women compared to men of the same age groups ( p < 0.017), but this difference decreased with age. In our cohort of asymptomatic individuals, the values of bone marrow relative %FF, normalized DW image signal intensity and ADC indicate higher cellularity in premenopausal women, with increasing bone marrow fat with aging in both sexes.- Published
- 2021
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17. Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements.
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Colombo A, Saia G, Azzena AA, Rossi A, Zugni F, Pricolo P, Summers PE, Marvaso G, Grimm R, Bellomi M, Jereczek-Fossa BA, Padhani AR, and Petralia G
- Abstract
Using semi-automated software simplifies quantitative analysis of the visible burden of disease on whole-body MRI diffusion-weighted images. To establish the intra- and inter-observer reproducibility of apparent diffusion coefficient (ADC) measures, we retrospectively analyzed data from 20 patients with bone metastases from breast (BCa; n = 10; aged 62.3 ± 14.8) or prostate cancer (PCa; n = 10; aged 67.4 ± 9.0) who had undergone examinations at two timepoints, before and after hormone-therapy. Four independent observers processed all images twice, first segmenting the entire skeleton on diffusion-weighted images, and then isolating bone metastases via ADC histogram thresholding (ADC: 650-1400 µm
2 /s). Dice Similarity, Bland-Altman method, and Intraclass Correlation Coefficient were used to assess reproducibility. Inter-observer Dice similarity was moderate (0.71) for women with BCa and poor (0.40) for men with PCa. Nonetheless, the limits of agreement of the mean ADC were just ±6% for women with BCa and ±10% for men with PCa (mean ADCs: 941 and 999 µm2 /s, respectively). Inter-observer Intraclass Correlation Coefficients of the ADC histogram parameters were consistently greater in women with BCa than in men with PCa. While scope remains for improving consistency of the volume segmented, the observer-dependent variability measured in this study was appropriate to distinguish the clinically meaningful changes of ADC observed in patients responding to therapy, as changes of at least 25% are of interest.- Published
- 2021
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18. Preliminary observations regarding the expectations, acceptability and satisfaction of whole-body MRI in self-referring asymptomatic subjects.
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Busacchio D, Mazzocco K, Gandini S, Pricolo P, Masiero M, Summers PE, Pravettoni G, and Petralia G
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- Adult, Aged, Educational Status, Female, Humans, Magnetic Resonance Imaging methods, Magnetic Resonance Imaging statistics & numerical data, Male, Middle Aged, Referral and Consultation, Sex Factors, Surveys and Questionnaires, Whole Body Imaging methods, Whole Body Imaging statistics & numerical data, Early Detection of Cancer methods, Early Detection of Cancer psychology, Health Knowledge, Attitudes, Practice, Magnetic Resonance Imaging psychology, Patient Satisfaction statistics & numerical data, Whole Body Imaging psychology
- Abstract
Objective: To evaluate the satisfaction of asymptomatic subjects who self-referring Whole-Body Magnetic Resonance Imaging (WB-MRI) for early cancer diagnosis., Methods: Subjects completed a pre-examination questionnaire, while waiting for their WB-MRI examination, recording demographics, expected discomfort, perceived knowledge and usefulness of the procedure and health risk perceptions, as well as a post-examination questionnaire, measuring discomfort experienced, acceptability and satisfaction with WB-MRI. We examined which factors influenced discomfort and satisfaction associated with WB-MRI., Results: 65 asymptomatic subjects (median age 51; 29 females) completed the questionnaire. Before WB-MRI, 29% of subjects expected discomfort of some form with claustrophobia (27.7%) and exam duration (24.6%) being the most common concerns. Experienced discomfort due to shortness of breath was significantly lower than expected. This difference was significantly associated with the personal risk perception to get a disease ( p = 0.01) and educational level ( p = 0.002). More specifically, higher level of perceived personal risk of getting a disease and lower level of education were associated with higher expected than experienced discomfort. Similarly, experiencing less claustrophobia than expected was significantly associated with gender ( p = 0.005) and more pronounced among females. A majority (83%) of subjects expressed high levels of satisfaction with WB-MRI for early cancer diagnosis and judged it more acceptable than other diagnostic exams., Conclusions: Asymptomatic subjects self-referring to WB-MRI for early cancer diagnosis showed high levels of satisfaction and acceptability with the examination. Nevertheless, a relevant proportion of participants reported some form of discomfort. Interestingly, participants with higher perceived personal risk to get a disease, lower education and females showed to expect higher discomfort than experienced., Advances in Knowledge: Scope exists for measures to assess expected feelings and develop personalized interventions to reduce the stress anticipated by individuals deciding to undergo WB-MRI for early cancer diagnosis.
- Published
- 2021
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19. MRI-based radiomics signature for localized prostate cancer: a new clinical tool for cancer aggressiveness prediction? Sub-study of prospective phase II trial on ultra-hypofractionated radiotherapy (AIRC IG-13218).
- Author
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Gugliandolo SG, Pepa M, Isaksson LJ, Marvaso G, Raimondi S, Botta F, Gandini S, Ciardo D, Volpe S, Riva G, Rojas DP, Zerini D, Pricolo P, Alessi S, Petralia G, Summers PE, Mistretta FA, Luzzago S, Cattani F, De Cobelli O, Cassano E, Cremonesi M, Bellomi M, Orecchia R, and Jereczek-Fossa BA
- Subjects
- Humans, Magnetic Resonance Imaging, Male, Prospective Studies, Retrospective Studies, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms radiotherapy
- Abstract
Objectives: Radiomic involves testing the associations of a large number of quantitative imaging features with clinical characteristics. Our aim was to extract a radiomic signature from axial T2-weighted (T2-W) magnetic resonance imaging (MRI) of the whole prostate able to predict oncological and radiological scores in prostate cancer (PCa)., Methods: This study included 65 patients with localized PCa treated with radiotherapy (RT) between 2014 and 2018. For each patient, the T2-W MRI images were normalized with the histogram intensity scale standardization method. Features were extracted with the IBEX software. The association of each radiomic feature with risk class, T-stage, Gleason score (GS), extracapsular extension (ECE) score, and Prostate Imaging Reporting and Data System (PI-RADS v2) score was assessed by univariate and multivariate analysis., Results: Forty-nine out of 65 patients were eligible. Among the 1702 features extracted, 3 to 6 features with the highest predictive power were selected for each outcome. This analysis showed that texture features were the most predictive for GS, PI-RADS v2 score, and risk class; intensity features were highly associated with T-stage, ECE score, and risk class, with areas under the receiver operating characteristic curve (ROC AUC) ranging from 0.74 to 0.94., Conclusions: MRI-based radiomics is a promising tool for prediction of PCa characteristics. Although a significant association was found between the selected features and all the mentioned clinical/radiological scores, further validations on larger cohorts are needed before these findings can be applied in the clinical practice., Key Points: • A radiomic model was used to classify PCa aggressiveness. • Radiomic analysis was performed on T2-W magnetic resonance images of the whole prostate gland. • The most predictive features belong to the texture (57%) and intensity (43%) domains.
- Published
- 2021
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20. Dynamic contrast-enhanced MRI in oncology: how we do it.
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Petralia G, Summers PE, Agostini A, Ambrosini R, Cianci R, Cristel G, Calistri L, and Colagrande S
- Subjects
- Capillary Permeability physiology, Contrast Media administration & dosage, Extracellular Space diagnostic imaging, Extracellular Space metabolism, Humans, Neoplasms blood supply, Perfusion Imaging methods, Regional Blood Flow physiology, Contrast Media pharmacokinetics, Image Enhancement methods, Magnetic Resonance Imaging methods, Neoplasms diagnostic imaging
- Abstract
Magnetic resonance imaging (MRI) is particularly attractive for clinical application in perfusion imaging thanks to the absence of ionizing radiation and limited volumes of contrast agent (CA) necessary. Dynamic contrast-enhanced MRI (DCE-MRI) involves sequentially acquiring T
1 -weighted images through an organ of interest during the passage of a bolus administration of CA. It is a particularly flexible approach to perfusion imaging as the signal intensity time course allows not only rapid qualitative assessment, but also quantitative measures of intrinsic perfusion and permeability parameters. We examine aspects of the T1 -weighted image series acquisition, CA administration, post-processing that constitute a DCE-MRI study in clinical practice, before considering some heuristics that may aid in interpreting the resulting contrast enhancement time series. While qualitative DCE-MRI has a well-established role in the diagnostic assessment of a range of tumours, and a central role in MR mammography, clinical use of quantitative DCE-MRI remains limited outside of clinical trials. The recent publication of proposals for standardized acquisition and analysis protocols for DCE-MRI by the Quantitative Imaging Biomarker Alliance may be an opportunity to consolidate and advance clinical practice.- Published
- 2020
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21. In-bore MRI targeted biopsy.
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Gurgitano M, Ancona E, Maresca D, Summers PE, Alessi S, Maggioni R, Liguori A, Pandolfi M, Rodà GM, De Filippo M, Paolucci A, and Petralia G
- Subjects
- Biopsy, Humans, Image-Guided Biopsy, Magnetic Resonance Imaging, Male, Multiparametric Magnetic Resonance Imaging, Prostatic Neoplasms diagnostic imaging
- Abstract
Clinical suspicion of Prostate Cancer (PCa) is largely based on increased prostate specific antigen (PSA) level and/or abnormal digital rectal examination (DRE) and/or positive imaging and, up today, biopsy is mandatory to confirm the diagnosis. The old model consisted of Standard Biopsy (SBx), that is random sampling of the prostate gland under ultrasound guidance (TRUS), in subjects with clinical suspicion of PCa. This involves the risk of not diagnosing a high percentage of tumors (up to 30%) and of an incorrect risk stratification. Multiparametric Magnetic Resonance Imaging (mpMRI) has transformed the diagnostic pathway of PCa, not only as an imaging method for detecting suspicious lesions, but also as an intraprocedural guidance for Target Biopsy (MRI-TBx), thus bridging the diagnostic gap. Several single and multicenter randomized trials, such as PROMIS, MRI first, PRECISION and that reported by Van der Leest et al. have confirmed the superiority of the "MRI pathway", consisting of mpMRI and MRI-TBx of suspicious lesions, over the "standard pathway" of SBx in all patients with elevated PSA and/or positive DRE. MRI-TBx appears to be advantageous in reducing the overall number of biopsies performed, as well as in reducing the diagnosis of clinically insignificant disease while maintaining or improving the diagnosis of clinically significant PCa (cs-PCa). Moreover, it shows a reduction in the diagnosis of ins-PCa, and therefore, of overdiagnosis, when using MRI-TBx without sacrificing performance in the diagnosis of cs-PCa.
- Published
- 2020
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22. Whole-body magnetic resonance imaging (WB-MRI) for cancer screening in asymptomatic subjects of the general population: review and recommendations.
- Author
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Zugni F, Padhani AR, Koh DM, Summers PE, Bellomi M, and Petralia G
- Subjects
- Early Detection of Cancer methods, Humans, Practice Guidelines as Topic, Magnetic Resonance Imaging methods, Neoplasms diagnostic imaging, Whole Body Imaging methods
- Abstract
Background: The number of studies describing the use of whole-body magnetic resonance imaging (WB-MRI) for screening of malignant tumours in asymptomatic subjects is increasing. Our aim is to review the methodologies used and the results of the published studies on per patient and per lesion analysis, and to provide recommendations on the use of WB-MRI for cancer screening., Main Body: We identified 12 studies, encompassing 6214 WB-MRI examinations, which provided the rates of abnormal findings and findings suspicious for cancer in asymptomatic subjects, from the general population. Eleven of 12 studies provided imaging protocols that included T1- and T2-weighted sequences, while only five included diffusion weighted imaging (DWI) of the whole body. Different categorical systems were used for the classification and the management of abnormal findings. Of 17,961 abnormal findings reported, 91% were benign, while 9% were oncologically relevant, requiring further investigations, and 0.5% of lesions were suspicious for cancer. A per-subject analysis showed that just 5% of subjects had no abnormal findings, while 95% had abnormal findings. Findings requiring further investigation were reported in 30% of all subjects, though in only 1.8% cancer was suspected. The overall rate of histologically confirmed cancer was 1.1%., Conclusion: WB-MRI studies of cancer screening in the asymptomatic general population are too heterogeneous to draw impactful conclusions regarding efficacy. A 5-point lesion scale based on the oncological relevance of findings appears the most appropriate for risk-based management stratification. WB-MRI examinations should be reported by experienced oncological radiologists versed on WB-MRI reading abnormalities and on onward referral pathways.
- Published
- 2020
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23. Towards mm-wave spectroscopy for dielectric characterization of breast surgical margins.
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Summers PE, Vingiani A, Di Pietro S, Martellosio A, Espin-Lopez PF, Di Meo S, Pasian M, Ghitti M, Mangiacotti M, Sacchi R, Veronesi P, Bozzi M, Mazzanti A, Perregrini L, Svelto F, Preda L, Bellomi M, and Renne G
- Subjects
- Adult, Aged, Aged, 80 and over, Bayes Theorem, Breast pathology, Breast surgery, Dielectric Spectroscopy methods, Female, Fibrocystic Breast Disease pathology, Fibrocystic Breast Disease surgery, Humans, Logistic Models, Middle Aged, Multivariate Analysis, Prospective Studies, Reproducibility of Results, Sensitivity and Specificity, Breast Neoplasms pathology, Breast Neoplasms surgery, Dielectric Spectroscopy statistics & numerical data, Margins of Excision, Mastectomy, Segmental
- Abstract
Purpose: The evaluation of the surgical margin in breast conservative surgery is a matter of general interest as such treatments are subject to the critical issue of margin status as positive surgical margins can undermine the effectiveness of the procedure. The relatively unexplored ability of millimeter-wave (mm-wave) spectroscopy to provide insight into the dielectric properties of breast tissues was investigated as a precursor to their possible use in assessment of surgical margins., Methods: We assessed the ability of a mm-wave system with a roughly hemispherical sensitive volume of ∼3 mm radius to distinguish malignant breast lesions in prospectively and consecutively collected tumoral and non-tumoral ex-vivo breast tissue samples from 91 patients. We characterized the dielectric properties of 346 sites in these samples, encompassing malignant, fibrocystic disease and normal breast tissues. An expert pathologist subsequently evaluated all measurement sites., Results: At multivariate analysis, mm-wave dielectric properties were significantly correlated to histologic diagnosis and fat content. Further, using 5-fold cross-validation in a Bayesian logistic mixed model that considered the patient as a random effect, the mm-wave dielectric properties of neoplastic tissues were significantly different from normal breast tissues, but not from fibrocystic tissue., Conclusion: Reliable discrimination of malignant from normal, fat-rich breast tissue to a depth compatible with surgical margin assessment requirements was achieved with mm-wave spectroscopy., (Copyright © 2019 Elsevier Ltd. All rights reserved.)
- Published
- 2019
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24. Whole-body magnetic resonance imaging (WB-MRI) in oncology: recommendations and key uses.
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Petralia G, Padhani AR, Pricolo P, Zugni F, Martinetti M, Summers PE, Grazioli L, Colagrande S, Giovagnoni A, and Bellomi M
- Subjects
- Humans, Practice Guidelines as Topic, Magnetic Resonance Imaging methods, Neoplasms diagnostic imaging, Whole Body Imaging
- Abstract
The past decade has witnessed a growing role and increasing use of whole-body magnetic resonance imaging (WB-MRI). Driving these successes are developments in both hardware and software that have reduced overall examination times and significantly improved MR imaging quality. In addition, radiologists and clinicians have continued to find promising new applications of this innovative imaging technique that brings together morphologic and functional characterization of tissues. In oncology, the role of WB-MRI has expanded to the point of being recommended in international guidelines for the assessment of several cancer histotypes (multiple myeloma, melanoma, prostate cancer) and cancer-prone syndromes (Li-Fraumeni and hereditary paraganglioma-pheochromocytoma syndromes). The literature shows growing use of WB-MRI for the staging and follow-up of other cancer histotypes and cancer-related syndromes (including breast cancer, lymphoma, neurofibromatosis, and von Hippel-Lindau syndromes). The main aim of this review is to examine the current scientific evidence for the use of WB-MRI in oncology.
- Published
- 2019
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25. Correlation of dose with toxicity and tumour response to 90 Y- and 177 Lu-PRRT provides the basis for optimization through individualized treatment planning.
- Author
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Cremonesi M, Ferrari ME, Bodei L, Chiesa C, Sarnelli A, Garibaldi C, Pacilio M, Strigari L, Summers PE, Orecchia R, Grana CM, and Botta F
- Subjects
- Humans, Radiotherapy Dosage, Lutetium adverse effects, Lutetium therapeutic use, Precision Medicine methods, Radioisotopes adverse effects, Radioisotopes therapeutic use, Radiotherapy Planning, Computer-Assisted methods, Receptors, Peptide metabolism, Yttrium Radioisotopes adverse effects, Yttrium Radioisotopes therapeutic use
- Abstract
Purpose: Peptide receptor radionuclide therapy (PRRT) with
90 Y-labelled and177 Lu-labelled peptides is an effective strategy for the treatment of metastatic/nonresectable neuroendocrine tumours (NETs). Dosimetry provides important information useful for optimizing PRRT with individualized regimens to reduce toxicity and increase tumour responses. However, this strategy is not applied in routine clinical practice, despite the fact that several dosimetric studies have demonstrated significant dose-effect correlations for normal organ toxicity and tumour response that can better guide therapy planning. The present study reviews the key relationships and the radiobiological models available in the literature with the aim of providing evidence that optimization of PRRT is feasible through the implementation of dosimetry., Methods: The MEDLINE database was searched combining specific keywords. Original studies published in the English language reporting dose-effect outcomes in patients treated with PRRT were chosen., Results: Nine of 126 studies were selected from PubMed, and a further five were added manually, reporting on 590 patients. The studies were analysed and are discussed in terms of weak and strong elements of correlations., Conclusion: Several studies provided evidence of clinical benefit from the implementation of dosimetry in PRRT, indicating the potential contribution of this approach to reducing severe toxicity and/or reducing undertreatment that commonly occurs. Prospective trials, possibly multicentre, with larger numbers of patients undergoing quantitative dosimetry and with standardized methodologies should be carried out to definitively provide robust predictive paradigms to establish effective tailored PRRT.- Published
- 2018
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26. Pool size ratio of the substantia nigra in Parkinson's disease derived from two different quantitative magnetization transfer approaches.
- Author
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Trujillo P, Summers PE, Smith AK, Smith SA, Mainardi LT, Cerutti S, Claassen DO, and Costa A
- Subjects
- Aged, Biomarkers, Case-Control Studies, Female, Humans, Image Interpretation, Computer-Assisted, Imaging, Three-Dimensional, Male, Middle Aged, Sensitivity and Specificity, Magnetic Resonance Imaging methods, Parkinson Disease pathology, Substantia Nigra pathology
- Abstract
Purpose: We sought to measure quantitative magnetization transfer (qMT) properties of the substantia nigra pars compacta (SNc) in patients with Parkinson's disease (PD) and healthy controls (HCs) using a full qMT analysis and determine whether a rapid single-point measurement yields equivalent results for pool size ratio (PSR)., Methods: Sixteen different MT-prepared MRI scans were obtained at 3 T from 16 PD patients and eight HCs, along with B1, B0, and relaxation time maps. Maps of PSR, free and macromolecular pool transverse relaxation times ([Formula: see text], [Formula: see text]) and rate of MT exchange between pools (k
mf ) were generated using a full qMT model. PSR maps were also generated using a single-point qMT model requiring just two MT-prepared images. qMT parameter values of the SNc, red nucleus, cerebral crus, and gray matter were compared between groups and methods., Results: PSR of the SNc was the only qMT parameter to differ significantly between groups (p < 0.05). PSR measured via single-point analysis was less variable than with the full MT model, provided slightly better differentiation of PD patients from HCs (area under curve 0.77 vs. 0.75) with sensitivity of 0.75 and specificity of 0.87, and was better than transverse relaxation time in distinguishing PD patients from HCs (area under curve 0.71, sensitivity 0.87, and specificity 0.50)., Conclusion: The increased PSR observed in the SNc of PD patients may provide a novel biomarker of PD, possibly associated with an increased macromolecular content. Single-point PSR mapping with reduced variability and shorter scan times relative to the full qMT model appears clinically feasible.- Published
- 2017
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27. Contrast mechanisms associated with neuromelanin-MRI.
- Author
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Trujillo P, Summers PE, Ferrari E, Zucca FA, Sturini M, Mainardi LT, Cerutti S, Smith AK, Smith SA, Zecca L, and Costa A
- Subjects
- Humans, Iron chemistry, Magnetic Resonance Imaging instrumentation, Models, Biological, Phantoms, Imaging, Substantia Nigra chemistry, Magnetic Resonance Imaging methods, Melanins analysis, Melanins chemistry
- Abstract
Purpose: To investigate the physical mechanisms associated with the contrast observed in neuromelanin MRI., Methods: Phantoms having different concentrations of synthetic melanins with different degrees of iron loading were examined on a 3 Tesla scanner using relaxometry and quantitative magnetization transfer (MT)., Results: Concentration-dependent T
1 and T2 shortening was most pronounced for the melanin pigment when combined with iron. Metal-free melanin had a negligible effect on the magnetization transfer spectra. On the contrary, the presence of iron-laden melanins resulted in a decreased magnetization transfer ratio. The presence of melanin or iron (or both) did not have a significant effect on the macromolecular content, represented by the pool size ratio., Conclusion: The primary mechanism underlying contrast in neuromelanin-MRI appears to be the T1 reduction associated with melanin-iron complexes. The macromolecular content is not significantly influenced by the presence of melanin with or without iron, and thus the MT is not directly affected. However, as T1 plays a role in determining the MT-weighted signal, the magnetization transfer ratio is reduced in the presence of melanin-iron complexes. Magn Reson Med 78:1790-1800, 2017. © 2016 International Society for Magnetic Resonance in Medicine., (© 2016 International Society for Magnetic Resonance in Medicine.)- Published
- 2017
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28. Combining standardized uptake value of FDG-PET and apparent diffusion coefficient of DW-MRI improves risk stratification in head and neck squamous cell carcinoma.
- Author
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Preda L, Conte G, Bonello L, Giannitto C, Travaini LL, Raimondi S, Summers PE, Mohssen A, Alterio D, Cossu Rocca M, Grana C, Ruju F, and Bellomi M
- Subjects
- Adult, Aged, Carcinoma, Squamous Cell metabolism, Diffusion Magnetic Resonance Imaging, Disease-Free Survival, Female, Fluorodeoxyglucose F18 pharmacokinetics, Head and Neck Neoplasms metabolism, Humans, Male, Middle Aged, Positron Emission Tomography Computed Tomography, Positron-Emission Tomography, Prognosis, Proportional Hazards Models, Radiopharmaceuticals pharmacokinetics, Retrospective Studies, Risk, Risk Assessment, Squamous Cell Carcinoma of Head and Neck, Carcinoma, Squamous Cell diagnostic imaging, Head and Neck Neoplasms diagnostic imaging
- Abstract
Objectives: To assess the independent prognostic value of standardized uptake value (SUV) and apparent diffusion coefficient (ADC), separately and combined, in order to evaluate if the combination of these two variables allows further prognostic stratification of patients with head and neck squamous cell carcinomas (HNSCC)., Methods: Pretreatment SUV and ADC were calculated in 57 patients with HNSCC. Mean follow-up was 21.3 months. Semiquantitative analysis of primary tumours was performed using SUV
maxT/B , ADCmean , ADCmin and ADCmax . The prognostic value of SUVmaxT/B , ADCmean , ADCmin and ADCmax in predicting disease-free survival (DFS) was evaluated with log-rank test and Cox regression models., Results: Patients with SUVmaxT/B ≥5.75 had an overall worse prognosis (p = 0.003). After adjusting for lymph node status and diameter, SUVmaxT/B and ADCmin were both significant predictors of DFS with hazard ratio (HR) = 10.37 (95 % CI 1.22-87.95) and 3.26 (95 % CI 1.20-8.85) for SUVmaxT/B ≥5.75 and ADCmin ≥0.58 × 10-3 mm2 /s, respectively. When the analysis was restricted to subjects with SUVmaxT/B ≥5.75, high ADCmin significantly predicted a worse prognosis, with adjusted HR = 3.11 (95 % CI 1.13-8.55)., Conclusions: The combination of SUVmaxT/B and ADCmin improves the prognostic role of the two separate parameters; patients with high SUVmaxT/B and high ADCmin are associated with a poor prognosis., Key Points: • High SUVmaxT/B is a poor prognostic factor in HNSCC • High ADCmin is a poor prognostic factor in HNSCC • In patients with high SUVmaxT/B , high ADCmin identified those with worse prognosis.- Published
- 2016
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29. MRI quantification of pancreas motion as a function of patient setup for particle therapy -a preliminary study.
- Author
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Fontana G, Riboldi M, Gianoli C, Chirvase CI, Villa G, Paganelli C, Summers PE, Tagaste B, Pella A, Fossati P, Ciocca M, Baroni G, Valvo F, and Orecchia R
- Subjects
- Algorithms, Humans, Image Processing, Computer-Assisted methods, Male, Radiotherapy Dosage, Radiotherapy Planning, Computer-Assisted methods, Radiotherapy, Intensity-Modulated methods, Respiration, Retrospective Studies, Immobilization instrumentation, Magnetic Resonance Imaging methods, Pancreatic Neoplasms radiotherapy, Patient Positioning, Radiotherapy Setup Errors prevention & control
- Abstract
Particle therapy (PT) has shown positive therapeutic results in local control of locally advanced pancreatic lesions. PT effectiveness is highly influenced by target localization accuracy both in space, since the pancreas is located in proximity to radiosensitive vital organs, and in time as it is subject to substantial breathing-related motion. The purpose of this preliminary study was to quantify pancreas range of motion under typical PT treatment conditions. Three common immobilization devices (vacuum cushion, thermoplastic mask, and compressor belt) were evaluated on five male patients in prone and supine positions. Retrospective four-dimensional magnetic resonance imaging data were reconstructed for each condition and the pancreas was manually segmented on each of six breathing phases. A k-means algorithm was then applied on the manually segmented map in order to obtain clusters representative of the three pancreas segments: head, body, and tail. Centers of mass (COM) for the pancreas and its segments were computed, as well as their displacements with respect to a reference breathing phase (beginning exhalation). The median three-dimensional COM displacements were in the range of 3 mm. Latero-lateral and superior-inferior directions had a higher range of motion than the anterior-posterior direction. Motion analysis of the pancreas segments showed slightly lower COM displacements for the head cluster compared to the tail cluster, especially in prone position. Statistically significant differences were found within patients among the investigated setups. Hence a patient-specific approach, rather than a general strategy, is suggested to define the optimal treatment setup in the frame of a millimeter positioning accuracy., (© 2016 The Authors.)
- Published
- 2016
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30. High-resolution quantitative imaging of the substantia nigra.
- Author
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Trujillo P, Smith AK, Summers PE, Mainardi LM, Cerutti S, Smith SA, and Costa A
- Subjects
- Adult, Biomarkers metabolism, Female, Humans, Magnetic Phenomena, Male, Melanins metabolism, Middle Aged, Neuroimaging, Magnetic Resonance Imaging methods, Substantia Nigra metabolism
- Abstract
There is a growing interest in identifying neuroimaging-based biomarkers for Parkinson's disease (PD), a progressive neurodegenerative disorder in which the major pathologic substrate is the loss of pigmented dopaminergic neurons in the substantia nigra (SN). Recently, an MRI technique dubbed "neuromelanin-sensitive MRI" (NM-MRI), has been found to provide notable contrast between the SN and surrounding brain tissues with potential applications as biomarker of PD. The contrast in NM-MRI has been associated with magnetization transfer (MT) effects, and thus the goal of this study was to characterize the impact of MT on NM-MRI, and to demonstrate the feasibility of performing quantitative MT (qMT) imaging in human SN. The results of this study demonstrate that high-resolution rapid qMT imaging of the SN can be reliably obtained within reasonable scan times, thereby can be translatable into clinical practice.
- Published
- 2015
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31. Somatotopy of nociceptive responses in the human spinal cord.
- Author
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Summers PE, Porro CA, and Giove F
- Subjects
- Female, Humans, Male, Neurons physiology, Nociception physiology, Pain physiopathology, Spinal Cord physiopathology
- Published
- 2013
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32. Multi-shot turbo spin-echo for 3D vascular space occupancy imaging.
- Author
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Cretti FR, Summers PE, and Porro CA
- Subjects
- Adult, Female, Humans, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Male, Oximetry methods, Oxygen blood, Reproducibility of Results, Sensitivity and Specificity, Brain Mapping methods, Cerebrovascular Circulation physiology, Evoked Potentials, Motor physiology, Imaging, Three-Dimensional methods, Magnetic Resonance Imaging methods, Motor Cortex physiology, Movement physiology
- Abstract
Vascular space occupancy (VASO) is a magnetic resonance imaging technique sensitive to cerebral blood volume, and is a potential alternative to the blood oxygenation level dependent (BOLD) sensitive technique as a basis for functional mapping of the neurovascular response to a task. Many implementations of VASO have made use of echo-planar imaging strategies that allow rapid acquisition, but risk introducing potentially confounding BOLD effects. Recently, multi-slice and 3D VASO techniques have been implemented to increase the imaging volume beyond the single slice of early reports. These techniques usually rely, however, on advanced scanner software or hardware not yet available in many centers. In the present study, we have implemented a short-echo time, multi-shot 3D Turbo Spin-Echo (TSE) VASO sequence that provided 8-slice coverage on a routine clinical scanner. The proposed VASO sequence was tested in assessing the response of the human motor cortex during a block design finger tapping task in 10 healthy subjects. Significant VASO responses, inversely correlated with the task, were found at both individual and group level. The location and extent of VASO responses were in close correspondence to those observed using a conventional BOLD acquisition in the same subjects. Although the spatial coverage and temporal resolution achieved were limited, robust and consistent VASO responses were observed. The use of a susceptibility insensitive volumetric TSE VASO sequence may have advantages in locations where conventional BOLD and echo-planar based VASO imaging is compromised., (Copyright © 2013 Elsevier Inc. All rights reserved.)
- Published
- 2013
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33. Semiautomated segmentation of the human spine based on echoplanar images.
- Author
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Giulietti G, Summers PE, Ferraro D, Porro CA, Maraviglia B, and Giove F
- Subjects
- Adult, Female, Humans, Male, Reproducibility of Results, Sensitivity and Specificity, Young Adult, Algorithms, Echo-Planar Imaging methods, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Pattern Recognition, Automated methods, Spine anatomy & histology
- Abstract
The number of functional magnetic resonance imaging (fMRI) studies performed on the human spinal cord (SC) has considerably increased in recent years. The lack of a validated processing pipeline is, however, a significant obstacle to the spread of SC fMRI. One component likely to be involved in any such pipeline is the process of SC masking, analogous to brain extraction in cerebral fMRI. In general, SC masking has been performed manually, with the incumbent costs of being very time consuming and operator dependent. To overcome these drawbacks, we have developed a tailored semiautomatic method for segmenting echoplanar images (EPI) of human spine that is able to identify the spinal canal and the SC. The method exploits both temporal and spatial features of the EPI series and was tested and optimized on EPI images of cervical spine acquired at 3 T. The dependence of algorithm performance on the degree of EPI image distortion was assessed by computing the displacement warping field that best matched the EPI to the corresponding high-resolution T(2) images. Segmentation accuracy was above 80%, a significant improvement over values obtained with similar approaches, but not exploiting temporal information. Geometric distortion was found to explain about 50% of the variance of algorithm classification efficiency., (Copyright © 2011 Elsevier Inc. All rights reserved.)
- Published
- 2011
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34. @neurIST: infrastructure for advanced disease management through integration of heterogeneous data, computing, and complex processing services.
- Author
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Benkner S, Arbona A, Berti G, Chiarini A, Dunlop R, Engelbrecht G, Frangi AF, Friedrich CM, Hanser S, Hasselmeyer P, Hose RD, Iavindrasana J, Köhler M, Iacono LL, Lonsdale G, Meyer R, Moore B, Rajasekaran H, Summers PE, Wöhrer A, and Wood S
- Subjects
- Aneurysm therapy, Biomedical Research, Computer Security, Europe, Humans, Computer Communication Networks, Database Management Systems, Disease Management, Information Dissemination methods, Medical Informatics methods
- Abstract
The increasing volume of data describing human disease processes and the growing complexity of understanding, managing, and sharing such data presents a huge challenge for clinicians and medical researchers. This paper presents the @neurIST system, which provides an infrastructure for biomedical research while aiding clinical care, by bringing together heterogeneous data and complex processing and computing services. Although @neurIST targets the investigation and treatment of cerebral aneurysms, the system's architecture is generic enough that it could be adapted to the treatment of other diseases. Innovations in @neurIST include confining the patient data pertaining to aneurysms inside a single environment that offers clinicians the tools to analyze and interpret patient data and make use of knowledge-based guidance in planning their treatment. Medical researchers gain access to a critical mass of aneurysm related data due to the system's ability to federate distributed information sources. A semantically mediated grid infrastructure ensures that both clinicians and researchers are able to seamlessly access and work on data that is distributed across multiple sites in a secure way in addition to providing computing resources on demand for performing computationally intensive simulations for treatment planning and research.
- Published
- 2010
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35. Functional exploration of the human spinal cord during voluntary movement and somatosensory stimulation.
- Author
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Summers PE, Iannetti GD, and Porro CA
- Subjects
- Brain anatomy & histology, Brain Mapping methods, Deoxyglucose pharmacology, Humans, Principal Component Analysis, Risk, Somatosensory Cortex, Spinal Cord pathology, Time Factors, Brain pathology, Image Processing, Computer-Assisted methods, Magnetic Resonance Imaging methods, Spinal Cord anatomy & histology
- Abstract
Demonstrations of the possibility of obtaining functional information from the spinal cord in humans using functional magnetic resonance imaging (fMRI) have been growing in number and sophistication, but the technique and the results that it provides are still perceived by the scientific community with a greater degree of scepticism than fMRI investigations of brain function. Here we review the literature on spinal fMRI in humans during voluntary movements and somatosensory stimulation. Particular attention is given to study design, acquisition and statistical analysis of the images, and to the agreement between the obtained results and existing knowledge regarding spinal cord anatomy and physiology. A striking weakness of many spinal fMRI studies is the use of small numbers of subjects and of time-points in the acquired functional image series. In addition, spinal fMRI is characterised by large physiological noise, while the recorded functional responses are poorly characterised. For all these reasons, spinal fMRI experiments risk having low statistical power, and few spinal fMRI studies have yielded physiologically relevant information. Thus, while available evidence indicates that spinal fMRI is feasible, we are only approaching the stage at which the technique can be considered to have been rigorously established as a viable means of noninvasively investigating spinal cord functioning in humans., (Copyright © 2010 Elsevier Inc. All rights reserved.)
- Published
- 2010
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36. A quantitative comparison of BOLD fMRI responses to noxious and innocuous stimuli in the human spinal cord.
- Author
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Summers PE, Ferraro D, Duzzi D, Lui F, Iannetti GD, and Porro CA
- Subjects
- Adult, Cervical Vertebrae, Female, Functional Laterality, Hand, Hot Temperature, Humans, Lasers, Linear Models, Magnetic Resonance Imaging, Male, Oxygen blood, Pain blood, Physical Stimulation, Rest, Signal Processing, Computer-Assisted, Spinal Cord blood supply, Young Adult, Pain physiopathology, Spinal Cord physiopathology, Touch Perception physiology
- Abstract
Recent studies have shown that functional magnetic resonance imaging (fMRI) can non-invasively assess spinal cord activity. Yet, a quantitative description of nociceptive and non-nociceptive responses in the human spinal cord, compared with random signal fluctuations in resting state data, is still lacking. Here we have investigated the intensity and spatial extent of blood oxygenation level dependent (BOLD) fMRI responses in the cervical spinal cord of healthy volunteers, elicited by stimulation of the hand dorsum (C6-C7 dermatomes). In a block design fMRI paradigm, periods (20 s each) of repetitive noxious (laser heat) or innocuous (brushing) stimulation were alternated with rest. To estimate the level of false positive responses, functional images were acquired during a separate run while subjects were at rest. In a first analysis of averaged peristimulus signals from all voxels within each half of the spinal cord, we found bilateral fMRI responses to both stimuli. These responses were significantly larger during noxious than during innocuous stimulation. No significant fMRI signal change was evident over corresponding time periods during the Rest run. In a second, general linear model analysis, we identified a voxel population preferentially responding to noxious stimulation, which extended rostro-caudally over the length (4 cm) of the explored spinal cord region. By contrast, we found no evidence of voxel populations responding uniquely to innocuous stimuli, or showing decreased activity following either kind of somatosensory stimulus. These results provide the first false-positive-controlled comparison of spinal BOLD fMRI responses to noxious and innocuous stimuli in humans, confirming and extending physiological information obtained in other species., (2010 Elsevier Inc. All rights reserved.)
- Published
- 2010
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37. Rest versus exercise hemodynamics for middle cerebral artery aneurysms: a computational study.
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Bowker TJ, Watton PN, Summers PE, Byrne JV, and Ventikos Y
- Subjects
- Adult, Angiography, Digital Subtraction, Blood Flow Velocity physiology, Cerebral Angiography, Computer Simulation, Databases, Factual, Female, Humans, Intracranial Aneurysm diagnostic imaging, Male, Cerebrovascular Circulation physiology, Exercise physiology, Hemodynamics physiology, Intracranial Aneurysm physiopathology, Models, Cardiovascular, Rest physiology
- Abstract
Background and Purpose: Exercise is an accepted method of improving cardiovascular health; however, the impact of increases in blood flow and heart rate on a cerebral aneurysms is unknown. This study was performed to simulate the changes in hemodynamic conditions within an intracranial aneurysm when a patient exercises., Materials and Methods: Rotational 3D digital subtraction angiograms were used to reconstruct patient-specific geometries of 3 aneurysms located at the bifurcation of the middle cerebral artery. CFD was used to solve for transient flow fields during simulated rest and exercise conditions. Inlet conditions were set by using published transcranial Doppler sonography data for the middle cerebral artery. Velocity fields were analyzed and postprocessed to provide physiologically relevant metrics., Results: Overall flow patterns were not significantly altered during exercise. Across subjects, during the exercise simulation, time-averaged WSS increased by a mean of 20% (range, 4%-34%), the RRT of a particle in the near-wall flow decreased by a mean of 28% (range, 13%-40%), and time-averaged pressure on the aneurysm wall did not change significantly. In 2 of the aneurysms, there was a 3-fold order-of-magnitude spatial difference in RRT between the aneurysm and surrounding vasculature., Conclusions: WSS did not increase significantly during simulated moderate aerobic exercise. While the reduction in RRT during exercise was small in comparison with spatial differences, there may be potential benefits associated with decreased RRT (ie, improved replenishment of nutrients to cells within the aneurysmal tissue).
- Published
- 2010
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38. Comparative velocity investigations in cerebral arteries and aneurysms: 3D phase-contrast MR angiography, laser Doppler velocimetry and computational fluid dynamics.
- Author
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Hollnagel DI, Summers PE, Poulikakos D, and Kollias SS
- Subjects
- Cerebrovascular Circulation, Hemodynamics, Humans, Image Enhancement, Image Interpretation, Computer-Assisted methods, Models, Cardiovascular, Pulsatile Flow, Regional Blood Flow, Blood Flow Velocity physiology, Cerebral Arteries anatomy & histology, Cerebral Arteries physiology, Intracranial Aneurysm pathology, Intracranial Aneurysm physiopathology, Laser-Doppler Flowmetry methods, Magnetic Resonance Angiography methods
- Abstract
In western populations, cerebral aneurysms develop in approximately 4% of humans and they involve the risk of rupture. Blood flow patterns are of interest for understanding the pathogenesis of the lesions and may eventually contribute to deciding on the most efficient treatment procedure for a specific patient. Velocity mapping with phase-contrast magnetic resonance angiography (PC-MRA) is a non-invasive method for performing in vivo measurements on blood velocity. Several hemodynamic properties can either be derived directly from these measurements or a flow field with all its parameters can be simulated on the basis of the measurements. For both approaches, the accuracy of the PC-MRA data and subsequent modeling must be validated. Therefore, a realistic transient flow field in a well-defined patient-specific silicone phantom was investigated. Velocity investigations with PC-MRA in a 3 Tesla MR scanner, laser Doppler velocimetry (LDV) and computational fluid dynamics (CFD) were performed in the same model under equal flow conditions and compared to each other. The results showed that PC-MRA was qualitatively similar to LDV and CFD, but showed notable quantitative differences, while LDV and CFD agreed well. The accuracy of velocity quantification by PC-MRA was best in straight artery regions with the measurement plane being perpendicular to the primary flow direction. The accuracy decreased in regions with disturbed flow and in cases where the measurement plane was not perpendicular to the primary flow. Due to these findings, it is appropriate to use PC-MRA as the inlet and outlet conditions for numerical simulations to calculate velocities and shear stresses in disturbed regions like aneurysms, rather than derive these values directly from the full PC-MRA measured velocity field., ((c) 2009 John Wiley & Sons, Ltd.)
- Published
- 2009
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39. Computational modelling for cerebral aneurysms: risk evaluation and interventional planning.
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Ventikos Y, Holland EC, Bowker TJ, Watton PN, Kakalis NM, Megahed M, Zhu F, Summers PE, and Byrne JV
- Subjects
- Disease Progression, Hemorheology, Humans, Intracranial Aneurysm complications, Intracranial Aneurysm therapy, Prognosis, Risk Assessment methods, Thrombosis etiology, Computer Simulation, Intracranial Aneurysm physiopathology, Models, Cardiovascular
- Abstract
Advanced computational techniques offer a new array of capabilities in the healthcare provision for cerebral aneurysms. In this paper information is provided on specific simulation methodologies that address some of the unanswered questions about intracranial aneurysm and their treatment. These include the evaluation of rupture risk, the thrombogenic characteristics of specific lesions and the efficacy assessment of particular interventional techniques and devices (e.g. endovascular coil embolisation and flow diversion using stents). The issues connected with ease-of-use and interactivity of computed simulations is discussed, and it is concluded, that the potential of these techniques to optimise planning of complex and multifaceted interventions is very significant, in spite of the fact that most of the methodologies described are still being developed and perfected.
- Published
- 2009
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40. Magnetic resonance measurement of blood and CSF flow rates with phase contrast--normal values, repeatability and CO2 reactivity.
- Author
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Piechnik SK, Summers PE, Jezzard P, and Byrne JV
- Subjects
- Adult, Blood Vessels physiology, Female, Foramen Magnum physiology, Humans, Image Interpretation, Computer-Assisted methods, Male, Reference Values, Reproducibility of Results, Blood Flow Velocity physiology, Carbon Dioxide metabolism, Cerebral Aqueduct physiology, Cerebrovascular Circulation physiology, Image Enhancement, Magnetic Resonance Imaging methods
- Abstract
Background: Similarity in flow pulsatility has been proposed as a basis for semi-automated segmentation of vessel lumens for MR-based flow measurement, but re-examinations of salient aspects of the methodology have not been widely reported., Methods: 12 normal control subjects underwent repeated (3*Baseline+1*5%CO2) phase contrast measurements of CSF flow through the cerebral aqueduct and foramen magnum, and CBF through the 6 large cranial vessels at the level of the 1st vertebra. Average flows were calculated for regions temporally correlated (0.3 < or = Rthreshold < or = 0.95) to user defined seed points and their 3 x 3 neighbours., Results: Arterial CBF averaged 710ml/min, with low variability (+/- 4%/17%, intra-individual/group CV respectively) and was the only flow to respond significantly to 5%/mmHg CO2. Venous outflow was much smaller (298ml/min +/- 10%/ 72%), possibly due to the weak venous pulse and variable venous anatomy. Average CSF flows exceeded the classical 0.4ml/min CSF production rate and were highly variable--aqueduct: 0.6ml/min (+/- 50%/93%), foramen magnum: -2.7ml/min (+/- 158%/226%)., Conclusions: This preliminary analysis identified procedural steps that can improve the accuracy and repeatability of MR flow measurements, but the process remains user-dependent for the weakly pulsatile foramen magnum CSF and venous flows where variability remains a significant confound even to relatively large perturbations such as CO2 administration.
- Published
- 2008
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41. Laser Doppler velocimetry (LDV) and 3D phase-contrast magnetic resonance angiography (PC-MRA) velocity measurements: validation in an anatomically accurate cerebral artery aneurysm model with steady flow.
- Author
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Hollnagel DI, Summers PE, Kollias SS, and Poulikakos D
- Subjects
- Humans, Imaging, Three-Dimensional, Models, Cardiovascular, Regression Analysis, Blood Flow Velocity physiology, Cerebral Angiography methods, Intracranial Aneurysm physiopathology, Laser-Doppler Flowmetry methods, Magnetic Resonance Angiography methods
- Abstract
Purpose: To verify the accuracy of velocity mapping with three-dimensional (3D) phase-contrast magnetic resonance angiography (PC-MRA) for steady flow in a realistic model of a cerebral artery aneurysm at a 3T scanner., Materials and Methods: Steady flow through an original geometry model of a cerebral aneurysm was mapped at characteristic positions by state-of-the-art laser Doppler velocimetry (LDV) as well as 3D PC-MRA at 3T. The spatial distributions and local values of two velocity components obtained with these two measurement methods were compared., Results: The 3D PC-MRA velocity field distribution and mean velocity values exhibited only minor differences to compare to the LDV measurements in straight artery regions for both main and secondary velocities. The differences increased in regions with disturbed flow and in cases where the measurement plane was not perpendicular to the main flow direction., Conclusion: 3D PC-MRA can provide reliable measurements of velocity components of steady flow in small arteries. The accuracy of such measurements depends on the artery size and the measurement plane positioning., ((c) 2007 Wiley-Liss, Inc.)
- Published
- 2007
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42. Retreatment of ruptured cerebral aneurysms in patients randomized by coiling or clipping in the International Subarachnoid Aneurysm Trial (ISAT).
- Author
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Campi A, Ramzi N, Molyneux AJ, Summers PE, Kerr RS, Sneade M, Yarnold JA, Rischmiller J, and Byrne JV
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Aneurysm, Ruptured epidemiology, Female, Follow-Up Studies, Humans, Incidence, Intracranial Aneurysm epidemiology, Male, Middle Aged, Recurrence, Reoperation, Surgical Instruments, Aneurysm, Ruptured therapy, Embolization, Therapeutic, Intracranial Aneurysm therapy, Surgical Stapling
- Abstract
Background and Purpose: Because the long-term security of endovascular treatments remains uncertain, a follow-up study of the patients treated in the International Subarachnoid Aneurysm Trial was performed to compare the frequency, timing, and consequences of aneurysm recurrence., Methods: Patient data were reclassified by actual treatment performed. Aneurysm and patient characteristics, including occlusion grades, time and type of retreatment, and clinical outcomes, were compared. The relationship between these variables and late retreatment as a surrogate for recurrence was analyzed by means of the Cox proportional hazards model., Results: Retreatment was performed in 191 of 1096 (17.4%) patients after primary endovascular coiling (EVT) and in 39 of 1012 patients (3.8%) after neurosurgical clipping. After EVT, 97 (8.8%) patients were retreated early and 94 (9.0%) late, 7 (0.6%) after rebleeding and 87 (8.3%) without. The mean time to late retreatment was 20.7 months. After neurosurgical clipping, 30 (2.9%) patients were retreated early and 9 (0.85%) late, 3 (0.3%) after rebleeding and 6 (0.6%) without. The mean time to late retreatment was 5.7 months. The hazard ratio (HR) for retreatment after EVT was 6.9 (95% CI=3.4 to 14.1) after adjustment for age (P=0.001, HR=0.97, 95% CI=0.95 to 0.98), lumen size (P=0.006, HR=1.1, 95% CI=1.03 to 1.18), and incomplete occlusion (P<0.001, HR=7.6, 95% CI=3.3 to 17.5)., Conclusions: Late retreatment was 6.9 times more likely after EVT. Younger age, larger lumen size, and incomplete occlusion were risk factors for late retreatment after EVT. After neurosurgical clipping, retreatments were earlier; whereas EVT retreatments continued to be performed throughout the follow-up period. Short-term follow-up imaging is therefore insufficient to detect recurrences after EVT.
- Published
- 2007
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43. In vivo estimation of the flow-driven adiabatic inversion efficiency for continuous arterial spin labeling: a method using phase contrast magnetic resonance angiography.
- Author
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O'Gorman RL, Summers PE, Zelaya FO, Williams SC, Alsop DC, and Lythgoe DJ
- Subjects
- Arteries anatomy & histology, Humans, Information Storage and Retrieval methods, Reproducibility of Results, Sensitivity and Specificity, Algorithms, Arteries physiology, Blood Flow Velocity physiology, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Magnetic Resonance Angiography methods
- Abstract
The accurate quantification of perfusion with arterial spin labeling (ASL) requires consideration of a number of factors, including the efficiency of the inversion and control pulses used for spin labeling. In this study the effects of spin velocity on continuous ASL efficiency when using the amplitude modulated control strategy were investigated using simulations of the Bloch equations. The inversion efficiency was determined in vivo by combining the simulations with phase-contrast velocity mapping data acquired at the level of the tagging plane. Using this novel method, an average inversion efficiency of 69% was calculated for a group of 28 subjects, in good agreement with experimental data reported previously. There was, however, a large range in inversion efficiency measured across the subject group (50-76%), indicating that the velocity dependence of the amplitude modulated control efficiency may introduce additional variability into the perfusion calculations if not properly taken into account., (Copyright 2006 Wiley-Liss, Inc.)
- Published
- 2006
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44. Multisite trial of MR flow measurement: phantom and protocol design.
- Author
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Summers PE, Holdsworth DW, Nikolov HN, Rutt BK, and Drangova M
- Subjects
- Equipment Design, Multicenter Studies as Topic, Reproducibility of Results, Research Design, Silicones, Blood Flow Velocity, Magnetic Resonance Imaging instrumentation, Phantoms, Imaging
- Abstract
Purpose: To describe a portable, easily assembled phantom with well-defined bore geometry together with a series of tests that will form the basis of a standardized quality assurance protocol in a multicenter trial of flow measurement by the MR phase mapping technique., Materials and Methods: The phantom consists of silicone polymer layers containing parallel straight and stenosed flow channels in one layer and a U-bend in a second layer, separated by hermetically sealed agarose slabs. The phantom is constructed by casting low melting-point metal in an aluminum mold precisely milled to the desired geometry, and then using the low melting-point metal core as a negative around which the silicone is allowed to set. By melting out the metal, the flow channels are established. The milled aluminum mold is reusable, ensuring faithful reproduction of the flow geometry for all phantoms thus produced. The agarose layers provide additional loading and static background signal for background correction. With the use of the described phantom, one can evaluate flow measurement accuracy and repeatability, as well as the influence of several imaging geometry factors: slice offset, in-plane position, and slice-flow obliquity., Results: The new phantom is compact and portable, and is well suited for reassembly. We were able to demonstrate its facility in a battery of tests of interest in evaluating MR flow measurements., Conclusion: The phantom is a robust standardized test object for use in a multicenter trial. Such a trial, to investigate the performance of MR flow measurement using the phantom and the tests we describe, has been initiated.
- Published
- 2005
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45. Resolution improvement in thick-slab magnetic resonance digital subtraction angiography using SENSE at 3T.
- Author
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Summers PE, Kollias SS, and Valavanis A
- Subjects
- Adolescent, Adult, Arteriovenous Malformations diagnostic imaging, Contrast Media, Female, Fluoroscopy, Humans, Male, Middle Aged, Angiography, Digital Subtraction methods, Arteriovenous Malformations diagnosis, Image Enhancement methods, Magnetic Resonance Angiography methods
- Abstract
Purpose: To evaluate the use of parallel imaging (sensitivity encoding [SENSE]) to improve spatial resolution and achieve sub-second temporal resolution in fluoroscopic contrast-enhanced, magnetic resonance digital subtraction angiography (MR-DSA)., Materials and Methods: A MR-DSA sequence was optimized on a 3-T scanner with respect to sampling bandwidth and SENSE acceleration factor subject to the constraints of half-second acquisition time and 0.6 x 1.2 mm in-plane resolution. MR-DSA with and without SENSE acceleration was then evaluated in patients with arterio-venous malformations (AVMs)., Results: Consistent with previously reported results and theory, SENSE factors greater than two and increasing sampling bandwidth both led to increasing image noise. Compared to lower resolution MR-DSA images with similar temporal resolution, the SENSE accelerated sequence provided better spatial resolution without notable changes in the contrast enhancement of the vascular territories of the AVMs but was hampered somewhat in the late venous phases by a reconstruction artifact., Conclusion: SENSE acceleration of MR-DSA by a factor of two allows improved temporal or spatial resolution without significant loss of image quality. Signal-to-noise degradation associated with higher SENSE acceleration factors are likely to necessitate other approaches to further improving resolution in MR-DSA. Clinically, SENSE accelerated MR-DSA improves the non-invasive pre- and postoperative depiction of AVM flow dynamics., (Copyright 2004 Wiley-Liss, Inc.)
- Published
- 2004
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46. Patterns of cerebral blood flow reduction in patients with ischemic leukoaraiosis.
- Author
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O'Sullivan M, Lythgoe DJ, Pereira AC, Summers PE, Jarosz JM, Williams SC, and Markus HS
- Subjects
- Aged, Aged, 80 and over, Blood Flow Velocity physiology, Brain pathology, Brain physiopathology, Brain Ischemia pathology, Cerebral Infarction pathology, Female, Humans, Magnetic Resonance Imaging methods, Magnetic Resonance Imaging statistics & numerical data, Male, Middle Aged, Brain blood supply, Brain Ischemia physiopathology, Cerebral Infarction physiopathology
- Abstract
Background: Ischemic leukoaraiosis (ILA) refers to diffuse T2-weighted white matter hyperintensity in the context of a previous clinical lacunar stroke. Reduced cerebral blood flow (CBF) in white matter has been demonstrated, but it is not known whether hypoperfusion is confined to lesions or extends into normal-appearing white matter. Demonstrating changes in normal-appearing white matter would provide clues to the importance of hypoperfusion in pathogenesis and would be an obvious target for therapies aimed at restoring white matter blood flow., Methods: Twenty-one patients with ILA, and 16 age-matched control subjects, underwent exogenous contrast-based quantitative perfusion MRI. CBF was determined both within and outside areas of T2-weighted hyperintensity in both periventricular white matter and the centrum semiovale., Results: CBF of normal-appearing white matter was reduced in periventricular regions (for patients with ILA, 17.9 +/- 5.6 mL/100 g/min; for controls, 21.6 +/- 5.1 mL/100 g/min; p = 0.046). CBF in gray matter and normal-appearing white matter of the centrum semiovale did not differ significantly between groups. In normal-appearing white matter in patients, CBF was higher in the centrum semiovale than periventricular white matter, with a similar trend in control subjects., Conclusions: Hypoperfusion may be an early feature in the development of periventricular lesions in ILA and may play a direct pathogenic role. Serial studies are now needed to determine whether these changes herald the appearance of new lesions and represent "at risk" white matter, and to determine whether pharmacological agents can restore perfusion of normal-appearing white matter.
- Published
- 2002
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47. Normal-appearing white matter in ischemic leukoaraiosis: a diffusion tensor MRI study.
- Author
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O'Sullivan M, Summers PE, Jones DK, Jarosz JM, Williams SC, and Markus HS
- Subjects
- Aged, Brain Ischemia psychology, Dementia, Vascular psychology, Female, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Middle Aged, Neuropsychological Tests, Brain pathology, Brain Ischemia pathology, Dementia, Vascular pathology
- Abstract
Ischemic leukoaraiosis is a consistent concomitant of vascular dementia. Conventional MRI provides little information about underlying white matter tract disruption and correlates poorly with cognitive dysfunction. Diffusion tensor MRI may provide better markers of tract integrity. Changes in the normal-appearing white matter were demonstrated in 30 patients with ischemic leukoaraiosis compared with 17 age-matched control subjects. These changes correlated with executive dysfunction assessed by the Wisconsin Card Sorting Test.
- Published
- 2001
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48. Evidence for cortical "disconnection" as a mechanism of age-related cognitive decline.
- Author
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O'Sullivan M, Jones DK, Summers PE, Morris RG, Williams SC, and Markus HS
- Subjects
- Adult, Aged, Aging psychology, Corpus Callosum pathology, Female, Humans, Magnetic Resonance Imaging methods, Male, Memory Disorders psychology, Middle Aged, Nerve Fibers, Myelinated pathology, Trail Making Test, Aging pathology, Cerebral Cortex pathology, Memory Disorders pathology
- Abstract
Background: Normal aging is accompanied by a decline of cognitive abilities, and executive skills may be affected selectively, but the underlying mechanisms remain obscure and preventive strategies are lacking. It has been suggested that cortical "disconnection" due to the loss of white matter fibers may play an important role. But, to date, there has been no direct demonstration of structural disconnection in humans in vivo., Methods: The authors used diffusion tensor MRI to look for evidence of ultrastructural changes in cerebral white matter in a group of 20 elderly volunteers with normal conventional MRI scans, and a group of 10 younger controls. The older group also underwent neuropsychological assessment., Results: Diffusional anisotropy, a marker of white matter tract integrity, was reduced in the white matter of older subjects and fell linearly with increasing age in the older group. Mean diffusivity was higher in the older group and increased with age. These changes were maximal in anterior white matter. In the older group, anterior mean diffusivity correlated with executive function assessed by the Trail Making Test., Conclusions: These findings provide direct evidence that white matter tract disruption occurs in normal aging and would be consistent with the cortical disconnection hypothesis of age-related cognitive decline. Maximal changes in anterior white matter provide a plausible structural basis for selective loss of executive functions. In addition to providing new information about the biological basis of cognitive abilities, diffusion tensor MRI may be a sensitive tool for assessing interventions aimed at preventing cognitive decline.
- Published
- 2001
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49. Mr angiography in cerebrovascular disease.
- Author
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Summers PE, Jarosz JM, and Markus H
- Subjects
- Carotid Artery Diseases diagnosis, Humans, Intracranial Aneurysm diagnosis, Intracranial Arteriosclerosis diagnosis, Intracranial Arteriovenous Malformations diagnosis, Sinus Thrombosis, Intracranial diagnosis, Cerebrovascular Disorders diagnosis, Magnetic Resonance Angiography methods
- Abstract
MR angiography has become a realistic diagnostic option for patients with neurovascular disease. MR angiography is not a single imaging sequence, but a collection of related methods for obtaining angiographic data. As a guide for practice, we review the literature on MR angiography in a spectrum of neurovascular indications with particular attention paid to choice of technique. The principles underlying the different techniques available are also presented. Summers, P. E.et al.
- Published
- 2001
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50. Comparison of intra-arterial digital subtraction angiography, magnetic resonance angiography and duplex ultrasonography for measuring carotid artery stenosis.
- Author
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Modaresi KB, Cox TC, Summers PE, Jarosz JM, Verma H, Taylor PR, and Padayachee TS
- Subjects
- Aged, Angiography, Digital Subtraction methods, Female, Humans, Magnetic Resonance Angiography methods, Male, Middle Aged, Observer Variation, Retrospective Studies, Sensitivity and Specificity, Ultrasonography, Doppler, Duplex methods, Carotid Stenosis diagnosis
- Abstract
Background: Duplex ultrasonography and magnetic resonance angiography (MRA) are becoming competitive alternatives to angiography for determining the degree of internal carotid artery (ICA) stenosis. Varying reports have been published regarding the suitability of each technique for grading ICA disease. This retrospective study compared the merits of these three modalities for measuring ICA stenosis., Methods: One hundred and eleven patients being considered for carotid endarterectomy underwent intra-arterial digital subtraction angiography (DSA) via arch injection. Duplex imaging was performed in all patients and MRA in 50. The degree of carotid stenosis estimated by the three modalities was compared., Results: There was good correlation between subjectively graded MRA and DSA images (r = 0.87, P < 0.001, n = 82 carotids) but poor correlation for objective estimates. MRA tended to underestimate the degree of stenosis (bias - 4.5 per cent) compared with DSA, but showed good correlation with duplex ultrasonography estimates (r = 0. 86, P < 0.001, n = 87 carotids). Both non-invasive modalities produced high values of sensitivity and specificity in estimating stenoses of greater than 70 per cent. MRA was less sensitive for distinguishing between severe stenosis and complete occlusion., Conclusion: This study did not resolve the debate regarding the method of choice as both MRA and duplex ultrasonography were accurate for imaging carotid stenoses.
- Published
- 1999
- Full Text
- View/download PDF
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