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1.
Nutrients ; 14(18)2022 Sep 06.
Article in English | MEDLINE | ID: mdl-36145051

ABSTRACT

Preoperative carbohydrate beverages have been shown to be beneficial in improving patient outcomes. There have been several investigations into the safety of maltodextrin as a preoperative carbohydrate. Although alternative preoperative carbohydrate sources have been proposed, there have been few investigations into the safety and gastric emptying of novel carbohydrate beverages. The present study aimed to compare the gastric emptying of phytoglycogen and maltodextrin to evaluate safety for use as presurgical carbohydrate beverages. In a quasi-experimental design, ten healthy participants orally consumed either a 12.5% maltodextrin or a 12.5% phytoglycogen solution. Gamma scintigraphy was used to evaluate gastric emptying at baseline at 45, 90, and 120 min. Serum insulin and serum glucose were measured at baseline at 15, 30, 45, 60, 90, and 120 min. Gastric volume was significantly lower in the phytoglycogen group at 45 min (p = 0.01) and 90 min (p = 0.01), but this difference lost significance at 120 min (p = 0.17). There were no significant differences between treatments for serum insulin or serum glucose at any time point. This study indicates that the gastric emptying of phytoglycogen is comparable to maltodextrin at 120 min after ingestion, opening the opportunity for the study of alternative carbohydrates for utilization as preoperative carbohydrates.


Subject(s)
Gastric Emptying , Insulins , Beverages , Carbohydrates , Dietary Carbohydrates , Glucose , Humans , Polysaccharides
2.
Eur Radiol ; 32(6): 4234-4242, 2022 Jun.
Article in English | MEDLINE | ID: mdl-34993574

ABSTRACT

OBJECTIVES: We evaluated left atrial (LA) remodeling using cardiac MRI (CMR) in patients with human epidermal growth factor receptor 2 (HER2)-positive breast cancer during and after trastuzumab therapy. METHODS: In this prospective 2-center longitudinal study, 41 women with HER2-positive breast cancer received adjuvant trastuzumab for 12 months, in addition to standard chemotherapy. Serial CMRs were performed at baseline, 6, 12, and 18 months after initiation of trastuzumab. LA volumes were measured by a blinded reader. Linear mixed model was used to evaluate longitudinal changes. RESULTS: Of 41 women (mean age 52 ± 11 [SD] years; 56% received anthracycline), one patient experienced trastuzumab-induced cardiotoxicity (TIC) for which trastuzumab was interrupted for one cycle. Mean baseline left ventricular ejection fraction (LVEF) was 68.0 ± 5.9% and LA ejection fraction (LAEF) was 66.0 ± 6.6%. Compared to baseline, LAEF decreased significantly at 6 months (62.7 ± 5.7%, p = 0.027) and 12 months (62.2 ± 6.1%, p = 0.003), while indexed LA minimum volume (LAmin) significantly increased at 12 months (11.6 ± 4.9 ml/m2 vs 13.8 ± 4.5 ml/m2, p = 0.002). At 18 months, all changes from baseline were no longer significant. From baseline to 6 months, change in LAEF correlated with change in LVEF (Spearman's r = 0.41, p = 0.014). No significant interactions (all p > 0.10) were detected between time and anthracycline use for LA parameters. CONCLUSIONS: Among trastuzumab-treated patients with low incidence of TIC, we observed a small but significant decline in LAEF and increase in LAmin that persisted for the duration of therapy and recovered 6 months after therapy cessation. These findings suggest that trastuzumab has concurrent detrimental effects on atrial and ventricular remodeling. KEY POINTS: • In trastuzumab-treated breast cancer patients evaluated by cardiac MRI, left atrial ejection fraction declined and minimum volume increased during treatment and recovered to baseline after trastuzumab cessation. • Changes in left atrial ejection fraction correlated with changes in left ventricular ejection fraction in the first 6 months of trastuzumab treatment. • Trastuzumab therapy is associated with concurrent detrimental effects on left atrial and ventricular remodeling.


Subject(s)
Atrial Remodeling , Breast Neoplasms , Ventricular Dysfunction, Left , Adult , Anthracyclines/therapeutic use , Breast Neoplasms/metabolism , Cardiotoxicity/diagnostic imaging , Cardiotoxicity/drug therapy , Cardiotoxicity/etiology , Female , Humans , Lamins/pharmacology , Longitudinal Studies , Magnetic Resonance Imaging/adverse effects , Middle Aged , Prospective Studies , Receptor, ErbB-2/metabolism , Stroke Volume , Trastuzumab/adverse effects , Ventricular Dysfunction, Left/chemically induced , Ventricular Dysfunction, Left/complications , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Function, Left , Ventricular Remodeling
3.
Neurocase ; 27(4): 333-337, 2021 08.
Article in English | MEDLINE | ID: mdl-34436984

ABSTRACT

The study of artists with acquired brain damage is an empirical way to investigate the multiplicity of cerebral changes that occur with artistic training. We describe a talented painter with a left progressive cerebral lesion. In spite of losing function of her right hand, she regained dexterity of the left one in ten days for painting and drawing but not for writing. We discuss two potential explanations for her rapid recovery: (a) her extensive artistic training and/or (b) the slow-growing nature of her cerebral lesion.


Subject(s)
Paintings , Brain/diagnostic imaging , Female , Humans
4.
Orthopedics ; 43(6): 361-366, 2020 Nov 01.
Article in English | MEDLINE | ID: mdl-32956472

ABSTRACT

A variety of surgical approaches are used for total hip arthroplasty (THA). Controversy still exists regarding whether the direct anterior approach truly minimizes muscle damage. The purpose of this study was to determine the effect of surgical approach for THA on muscle atrophy quantified through magnetic resonance imaging (MRI). The study included 25 hips in patients with a mean age of 64.72±8.35 years who underwent a primary unilateral THA for severe osteoarthritis. Patients were grouped according to surgical approach: direct anterior (n=9), direct lateral (n=9), and posterior (n=7). Magnetic resonance images were collected at the 24-week postoperative time point to assess atrophy/fatty infiltration of the hip musculature. All MRIs were assessed by a fellowship-trained radiologist who was blinded to all clinical information. There were no significant differences preoperatively and 1 year postoperatively between the surgical approach groups in terms of patient-reported outcome measures (P>.05). Significant differences in fatty infiltration differences between surgical approaches were observed in the gluteus medius, gluteus minimus, iliacus, obturator externus, obturator internus, pectineus, psoas, quadratus femoris, sartorius, and vastus intermedius (P<.05). The direct anterior approach to THA resulted in less atrophy of the hip musculature compared with a direct lateral or posterior approach; however, there were no differences in patient-reported clinical outcome scores at 1 year between the surgical approaches. [Orthopedics. 2020;43(6):361-366.].


Subject(s)
Arthroplasty, Replacement, Hip/methods , Hip Joint/surgery , Muscle, Skeletal/pathology , Muscular Atrophy/etiology , Aged , Female , Hip Joint/diagnostic imaging , Hip Joint/pathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Muscle, Skeletal/diagnostic imaging , Muscular Atrophy/diagnostic imaging , Muscular Atrophy/pathology , Postoperative Period
5.
Neurocase ; 26(3): 131-136, 2020 06.
Article in English | MEDLINE | ID: mdl-32420807

ABSTRACT

Skilled professional artists are sometimes able to maintain their talents while other cognitive functions deteriorate due to brain diseases. The objective of this study is to asses the preserved artistry of a professional painter in spite of the presence of strokes affecting brain areas implicated in art expression. She had a neurologic evaluation and brain imaging after the stroke; painter-curators analyzed and compared the painter's pictorial artwork created before and after the stroke. In spite of cerebellar, visuospatial, motor, cognitive, and functional deficits likely related to strokes affecting bilateral cerebellar, left occipital, and right temporal-occipital areas, the patient was able to maintain most of their artistic painting skills.. After a short period of functional recovery, our patient showed discrepancy among their impaired cerebellar cerebral functions in day activities and their preserved painting abilities.


Subject(s)
Art , Cerebellum/pathology , Cerebral Cortex/pathology , Psychomotor Performance/physiology , Stroke/pathology , Stroke/physiopathology , Aged, 80 and over , Atrophy/pathology , Cerebellum/diagnostic imaging , Cerebral Cortex/diagnostic imaging , Female , Humans
6.
Alzheimer Dis Assoc Disord ; 34(2): 141-147, 2020.
Article in English | MEDLINE | ID: mdl-31633557

ABSTRACT

INTRODUCTION: Neuropsychiatric symptoms (NPS) are both common in mild cognitive impairment and Alzheimer disease (AD). Studies have shown that some NPS such as apathy and depression are a key indicator for progression to AD. METHODS: We compared Neuropsychiatric Inventory (NPI) total score and NPI subdomain score between mild cognitive impairment-converters (MCI-C) and mild cognitive impairment-nonconverters (MCI-NC) longitudinally for 6 years using the Alzheimer's Disease Neuroimaging Initiative (ADNI) database. In addition to the NPI, Mini-Mental State Examination (MMSE) scores were also compared to find out if MMSE scores would differ between different NPI groups. Lastly, a linear regression model was done on MMSE and NPI total score to establish a relationship between MMSE and NPI total score. RESULTS: The results in this study showed that NPI total scores between MCI-C and MCI-NC differed significantly throughout 6 years. MCI-C subjects had a higher mean NPI total score and lower MMSE score compared with MCI-NC subjects. In addition, MMSE scores were significantly different between the 3 groups of NPI total score. Subjects who have a high NPI score have the lowest mean MMSE score, thus demonstrating that NPI scores do indeed affect MMSE scores. Further analyses using a regression model revealed that a unit change in NPI total score lead to 0.1 to 0.3 decrease in MMSE. DISCUSSION: On the basis of the findings, this study showed evidence that increase in NPS burden (reflected by increase in NPI) over time predicts conversion to AD, whereas stability of symptoms (reflected by stable NPI score) favors nonconversion. Further study should investigate the underlying mechanisms that drive both NPS burden and cognitive decline.


Subject(s)
Alzheimer Disease/diagnosis , Cognitive Dysfunction/diagnosis , Disease Progression , Aged , Cognitive Dysfunction/classification , Female , Humans , Male , Neuropsychological Tests/statistics & numerical data
7.
J Alzheimers Dis ; 71(2): 477-501, 2019.
Article in English | MEDLINE | ID: mdl-31424398

ABSTRACT

BACKGROUND: Neuropsychiatric symptoms (NPS) are common, accelerate the conversion to dementia, and are associated with increased caregiver burden in Alzheimer's disease (AD) and mild cognitive impairment (MCI). OBJECTIVE: The aim of this study is to identify potential associations between the core cerebrospinal fluid (CSF) biomarkers (amyloid/tau) and NPS in AD/MCI. METHODS: For this systematic review, four databases, PubMed (1946-2018), Cochrane (2005-2018), EMBASE (1947-2018), and PsycINFO (1806-2018) were searched for relevant observational studies using an extensive list of keywords. English studies were selected for critical appraisal based on our inclusion/exclusion criteria. Inclusion criteria were defined as 1) at least one AD CSF biomarker has been measured; 2) at least one NPS has been assessed; and 3) analysis has been done to examine the association between core AD CSF biomarker and NPS (main outcome). Animal, postmortem, and review studies were excluded. RESULTS: In total, 21 studies qualified for the systematic review. The overall picture regarding the association between NPS and AD CSF biomarkers is conflicting. However, agitation/aggression was significantly and consistently related to core AD CSF biomarkers. Moreover, depression was the only NPS to occasionally be associated with lower core AD CSF pathology. CONCLUSION: Our study has revealed agitation/aggression as the most consistent NPS related to core AD CSF biomarkers. Future studies are required to focus on other neglected NPS domains such as disinhibition. Moreover, why depression was the only NPS inversely associated with core AD CSF pathology remains to be elucidated. Our study also revealed a great degree of heterogeneity, hence calling for a more standardized "objective" approach for the evaluation of NPS.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/psychology , Cognitive Dysfunction/cerebrospinal fluid , Cognitive Dysfunction/psychology , Mental Disorders/cerebrospinal fluid , Mental Disorders/psychology , Alzheimer Disease/diagnosis , Amyloid beta-Peptides/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Cognitive Dysfunction/diagnosis , Humans , Mental Disorders/diagnosis , Neuropsychological Tests , tau Proteins/cerebrospinal fluid
8.
Int J Cardiovasc Imaging ; 35(11): 2085-2093, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31197526

ABSTRACT

Little is known about the comparison of multiple-gated acquisition (MUGA) scanning with cardiovascular magnetic resonance (CMR) for serial monitoring of HER2+ breast cancer patients receiving trastuzumab. The association of cardiac biomarkers with CMR left ventricular (LV) function and volume is also not well studied. Our objectives were to compare CMR and MUGA for left ventricular ejection fraction (LVEF) assessment, and to examine the association between changes in brain natriuretic peptide (NT-BNP) and troponin-I and changes in CMR LV function and volume. This prospective longitudinal two-centre cohort study recruited HER2+ breast cancer patients between January 2010 and December 2013. MUGA, CMR, NT-BNP and troponin-I were performed at baseline, 6, 12, and 18 months after trastuzumab initiation. In total, 41 patients (age 51.7 ± 10.8 years) were enrolled. LVEF comparison between MUGA and CMR demonstrated weak agreement (Lin's correlation coefficient r = 0.46, baseline; r = 0.29, 6 months; r = 0.42, 12 months; r = 0.39, 18 months; all p < 0.05). Bland-Altman plots demonstrated wide LVEF agreement limits (pooled agreement limits 3.0 ± 6.2). Both modalities demonstrated significant LVEF decline at 6 and 12 months from baseline, concomitant with increased LV volumes on CMR. Changes in NT-BNP correlated with changes in LV diastolic volume at 12 and 18 months (p < 0.05), and LV systolic volume at 18 months (p < 0.05). Changes in troponin-I did not correlate with changes in LV function or volume at any timepoint. In conclusion, CMR and MUGA LVEF are not interchangeable, warranting selection and utility of one modality for serial monitoring. CMR is useful due to less radiation exposure and accuracy of LV volume measurements. Changes in NT-BNP correlated with changes in LV volumes.


Subject(s)
Antineoplastic Agents, Immunological/adverse effects , Breast Neoplasms/drug therapy , Magnetic Resonance Imaging , Radiopharmaceuticals/administration & dosage , Sodium Pertechnetate Tc 99m/administration & dosage , Stroke Volume/drug effects , Tomography, Emission-Computed , Trastuzumab/adverse effects , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Function, Left/drug effects , Adult , Biomarkers/blood , Cardiac-Gated Imaging Techniques , Cardiotoxicity , Female , Humans , Middle Aged , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Predictive Value of Tests , Prospective Studies , Reproducibility of Results , Risk Factors , Time Factors , Treatment Outcome , Troponin I/blood , Ventricular Dysfunction, Left/chemically induced , Ventricular Dysfunction, Left/physiopathology
9.
Front Neurosci ; 13: 132, 2019.
Article in English | MEDLINE | ID: mdl-30930728

ABSTRACT

Music interventions have been widely adopted as a potential non-pharmacological therapy for patients with Alzheimer's disease (AD) to treat cognitive and/or behavioral symptoms of the disease. In spite of the prevalence of such therapies, evidence for their effectiveness report mixed results in the literature. The purpose of this narrative review is to investigate the effectiveness of various intervention strategies (music therapy vs. music listening techniques) and music type used in the intervention (individualized vs. non-individualized music) on cognitive and behavioral outcomes for persons with AD. Databases were searched for studies using either active music therapy or music listening techniques over the last 10 years. These studies were in English, included persons with AD dementia, and whose protocol gathered pre- and post-intervention outcome measures. We initially identified 206 papers which were then reduced to 167 after removing duplicates. Further review yielded 13 papers which were extensively reviewed, resulting in a final sample of six papers. Our analysis of these papers suggested that, regardless of the music intervention approach, individualized music regimens provided the best outcomes for the patient. Furthermore, music listening may act as a relaxation technique and therefore provide a long-term impact for the patient, while active music therapy may acts to engage participants through social interaction and provide acute benefits. Our findings suggest that music techniques can be utilized in various ways to improve behavior and cognition.

10.
J Alzheimers Dis ; 67(4): 1305-1311, 2019.
Article in English | MEDLINE | ID: mdl-30741676

ABSTRACT

BACKGROUND: Cardiovascular risk factors (CVRFs) have been linked to both depression and cognitive decline but their role in neuropsychiatric symptoms (NPS) has yet to be clarified. OBJECTIVE: Understanding the role of CVRFs in the etiology of NPS for prospective treatments and preventive strategies to minimize these symptoms. METHODS: We examined the distribution of NPS using the Neuropsychiatric Inventory (NPI) scores in three cohorts from the Prevention of Alzheimer's Dementia with Cognitive Remediation Plus Transcranial Direct Current Stimulation in Mild Cognitive Impairment and Depression (PACt-MD) study: older patients with a lifetime history of major depressive disorder (MDD) in remission, patients with mild cognitive impairment (MCI), and patients with combined MCI and MDD. We also examined the link between individual NPS and CVRFs, Framingham risk score, and Hachinski ischemic score in a combined sample. RESULTS: Analyses were based on a sample of 140 subjects, 70 with MCI, 38 with MCI plus MDD, and 32 with MDD. There was no effect of age, gender, education, cognition, or CVRFs on the presence (NPI >1) or absence (NPI = 0) of NPS. Depression was the most prevalent affective NPS domain followed by night-time behaviors and appetite changes across all three diagnostic groups. Agitation and aggression correlated negatively while anxiety, disinhibition, night-time behaviors, and irritability correlated positively with CVRFs (all p-values <0.05). Other NPS domains showed no significant association with CVRFs. CONCLUSION: CVRFs are significantly associated with individual NPI sub-scores but not with total NPI scores, suggesting that different pathologies may contribute to different NPS domains.


Subject(s)
Behavioral Symptoms , Cardiovascular Diseases/epidemiology , Cognitive Dysfunction , Depressive Disorder, Major , Aged , Behavioral Symptoms/diagnosis , Behavioral Symptoms/etiology , Canada/epidemiology , Cognition , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/epidemiology , Cognitive Dysfunction/psychology , Depressive Disorder, Major/epidemiology , Depressive Disorder, Major/physiopathology , Depressive Disorder, Major/psychology , Female , Humans , Male , Neuropsychological Tests , Psychiatric Status Rating Scales , Risk Assessment , Risk Factors , Symptom Assessment/methods , Symptom Assessment/statistics & numerical data
11.
Am J Cardiol ; 123(7): 1173-1179, 2019 04 01.
Article in English | MEDLINE | ID: mdl-30683420

ABSTRACT

Our aim was to evaluate the temporal changes in left ventricular (LV) diastolic filling in relation to other LV parameters using cardiac MRI (CMR) in patients with HER2 positive breast cancer receiving trastuzumab therapy. Fourty-one women with early stage HER2+ breast cancer underwent serial CMR (baseline, 6, 12, and 18 months) after initiation of trastuzumab therapy. A single, blinded observer measured LV parameters on de-identified CMRs in random order. Linear mixed models were used to investigate temporal changes. Compared to baseline, there were significant decreases in systolic function as measured by both left ventricular ejection fraction (LVEF) (p <0.001 at 6 and 12 months) and peak ejection rate corrected for end-diastolic volume (PER/LVEDV) (p = 0.008 at 6 months, p = 0.01 at 12 months). However, these differences were no longer significant at 18 months. In contrast, significant reductions in diastolic function as measured by LV peak filling rate corrected for end-diastolic volume (PFR/LVEDV) were observed at 6 months (p = 0.012), 12 months (p = 0.031), and up to 18 months (p = 0.034). There were no significant temporal changes in the time to peak filling rate corrected for cardiac cycle (TPF/RR). The reduction in PFR/LVEDV at 18 months was no longer significant when corrected for heart rate. In conclusion, there were significant subclinical deleterious effects on both LV systolic and diastolic function among patients receiving trastuzumab. While there was recovery in LV systolic function after therapy cessation at 18 months, reduction in PFR/LVEDV appeared to persist. Thus, diastolic dysfunction may serve as a marker of trastuzumab-induced cardiotoxicity that needs to be confirmed in a larger study.


Subject(s)
Breast Neoplasms/drug therapy , Heart Ventricles/diagnostic imaging , Magnetic Resonance Imaging, Cine/methods , Trastuzumab/adverse effects , Ventricular Dysfunction, Left/physiopathology , Ventricular Function, Left/physiology , Ventricular Pressure/physiology , Antineoplastic Agents, Immunological/adverse effects , Antineoplastic Agents, Immunological/therapeutic use , Breast Neoplasms/diagnosis , Diastole , Female , Follow-Up Studies , Heart Ventricles/physiopathology , Humans , Middle Aged , Neoplasm Staging , Prognosis , Prospective Studies , Stroke Volume/physiology , Systole , Trastuzumab/therapeutic use , Ventricular Dysfunction, Left/chemically induced , Ventricular Dysfunction, Left/diagnosis , Ventricular Function, Left/drug effects
12.
Int J Cardiovasc Imaging ; 35(4): 653-662, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30390170

ABSTRACT

We evaluated temporal changes in early diastolic strain rates by cardiovascular magnetic resonance (CMR) as an early detector of trastuzumab-induced ventricular dysfunction. We conducted a prospective, multi-centre, longitudinal observational study of 41 trastuzumab-treated breast cancer women who underwent serial CMR (baseline, 6, 12, and 18 months). Two blinded readers independently measured left ventricular ejection fraction (LVEF), peak systolic strain parameters (global longitudinal strain [GLS] and global circumferential strain [GCS]), and early diastolic strain rate parameters (global longitudinal diastolic strain rate [GLSR-E], global circumferential diastolic strain rate [GCSR-E], and global radial diastolic strain rate [GRSR-E]), by feature tracking (FT-CMR) using CMR42. There was a significant decline in peak systolic strain GLS and GCS at 6 months (p = 0.024 and p < 0.001, respectively) and 12 months (p = 0.002 and p < 0.001, respectively), followed by recovery at 18 months, which paralleled decline in LVEF at 6 months (p = 0.034) and 12 months (p = 0.012). Conversely, early diastolic strain rates GLSR-E and GCSR-E did not significantly change over 18 months (p > 0.10), while GRSR-E was marginally significant at 12 months (p = 0.021). There was no significant correlation between changes at 6 months in LVEF and GLSR-E or GRSR-E (p > 0.10), and a marginally significant weak correlation between LVEF and GCSR-E (p = 0.046). Among trastuzumab-treated patients without overt cardiotoxicity, there was no consistent temporal change in FT-CMR-derived diastolic strain rate parameters up to 18 months, in contrast to decline in systolic strain and LVEF. Systolic strains by FT-CMR are likely more useful than diastolic strain rates for monitoring subclinical trastuzumab-related myocardial dysfunction.ClinicalTrials.gov identifier NCT01022086.


Subject(s)
Antineoplastic Agents, Immunological/adverse effects , Breast Neoplasms/drug therapy , Magnetic Resonance Imaging , Stroke Volume/drug effects , Trastuzumab/adverse effects , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Function, Left/drug effects , Adult , Cardiotoxicity , Diastole , Early Diagnosis , Female , Humans , Longitudinal Studies , Middle Aged , Ontario , Predictive Value of Tests , Prospective Studies , Risk Factors , Time Factors , Treatment Outcome , Ventricular Dysfunction, Left/chemically induced , Ventricular Dysfunction, Left/physiopathology
13.
IEEE Trans Med Imaging ; 38(5): 1197-1206, 2019 05.
Article in English | MEDLINE | ID: mdl-30442603

ABSTRACT

Medical datasets are often highly imbalanced with over-representation of prevalent conditions and poor representation of rare medical conditions. Due to privacy concerns, it is challenging to aggregate large datasets between health care institutions. We propose synthesizing pathology in medical images as a means to overcome these challenges. We implement a deep convolutional generative adversarial network (DCGAN) to create synthesized chest X-rays based upon a modest sized labeled dataset. We used a combination of real and synthesized images to train deep convolutional neural networks (DCNNs) to detect pathology across five classes of chest X-rays. The comparative study of DCNNs trained with the combination of real and synthesized images showed that these networks can outperform similar networks trained solely with real images in pathology classification. This improved performance is largely attributable to the balancing of the dataset using DCGAN synthesized images, where classes that are lacking in example images are preferentially augmented.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Neural Networks, Computer , Radiography, Thoracic/methods , Adult , Databases, Factual , Humans , Respiratory Tract Diseases/diagnostic imaging
14.
Am J Geriatr Psychiatry ; 27(5): 490-498, 2019 05.
Article in English | MEDLINE | ID: mdl-30503703

ABSTRACT

OBJECTIVE: Delusions affect approximately a third of Alzheimer disease (AD) patients and are associated with poor outcomes. Previous studies investigating the neuroanatomic correlates of delusions have yet to reach a consensus, with findings of reduced volume across all lobes, particularly in frontal regions. The current study examined the gray matter (GM) differences associated with delusions in AD. METHODS: Using voxel-based morphometry, we assessed GM in 23 AD patients who developed delusions (AD+D) and 36 comparable AD patients who did not (AD-D) at baseline and follow-up. Analysis of variance was used to identify consistent differences between AD+D and AD-D patients across time points (main effect of group), consistent changes from baseline to follow-up (main effect of time), and differential changes between AD+D and AD-D over time (interaction of group and time). All data were obtained from the National Alzheimer's Coordinating Center database. RESULTS: The AD+D group had consistently lower frontal GM volume, although both groups showed decreased GM in frontotemporal brain regions over time. An interaction was observed between delusions and longitudinal change, with AD+D patients having significantly elevated GM in predominantly temporal areas at baseline assessment, becoming significantly lower than the AD-D group at follow-up. CONCLUSION: These findings suggest that, there are specific volumetric markers that distinguish patients with delusions from those without, before, and after the onset of delusions. Specifically, the decline of GM in temporal areas that had elevated levels prior to the onset of delusions may be involved in the manifestation of delusions.


Subject(s)
Alzheimer Disease/pathology , Delusions/etiology , Gray Matter/pathology , Aged , Aged, 80 and over , Alzheimer Disease/complications , Alzheimer Disease/diagnostic imaging , Case-Control Studies , Delusions/diagnostic imaging , Delusions/pathology , Female , Gray Matter/diagnostic imaging , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neuroimaging , Surveys and Questionnaires
15.
Magn Reson Imaging ; 52: 69-74, 2018 10.
Article in English | MEDLINE | ID: mdl-29859946

ABSTRACT

OBJECTIVE: Current guidelines provide left ventricular ejection fraction (LVEF) criterion for use of implantable cardioverter defibrillators (ICD) but do not specify which modality to use for measurement. We compared LVEF measurements by radionuclide ventriculography (RNV) vs cardiac MRI (CMR) in ICD candidates to assess impact on clinical decision making. METHODS: This single-centre study included 124 consecutive patients referred for assessment of ICD implantation who underwent RNV and CMR within 30 days for LVEF measurement. RNV and CMR were interpreted independently by experienced readers. RESULTS: Among 124 patients (age 64 ±â€¯11 years, 77% male), median interval between CMR and RNV was 1 day; mean LVEF was 32 ±â€¯12% by CMR and 33 ±â€¯11% by RNV (p = 0.60). LVEF by CMR and RNV showed good correlation, but Bland-Altman analysis showed relatively wide limits of agreement (-12.1 to 11.4). CMR LVEF reclassified 26 (21%) patients compared to RNV LVEF (kappa = 0.58). LVEF by both modalities showed good interobserver reproducibility (ICC 0.96 and 0.94, respectively) (limits of agreement -7.27 to 5.75 and -8.63 to 6.34, respectively). CONCLUSION: Although LVEF measurements by CMR and RNV show moderate agreement, there is frequent reclassification of patients for ICD placement based on LVEF between these modalities. Future studies should determine if a particular imaging modality for LVEF measurement may enhance ICD decision making and treatment benefit.


Subject(s)
Defibrillators, Implantable , Magnetic Resonance Imaging/methods , Radionuclide Ventriculography/methods , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/physiopathology , Echocardiography , Female , Heart Ventricles/diagnostic imaging , Heart Ventricles/physiopathology , Humans , Male , Middle Aged , Reproducibility of Results , Retrospective Studies , Stroke Volume
16.
Can Urol Assoc J ; 12(8): 276-279, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29629868

ABSTRACT

INTRODUCTION: The purpose of this study was to determine the variety and prevalence of renal and non-renal abnormalities detected on multidetector computed tomography (MDCT) that precluded patients from donating a kidney. METHODS: Institutional review board approval was obtained and the requirement for informed consent was waived. A retrospective, single-centre review of 701 patients (444 female, 257 male; age range 18-86 years; mean age 43.2±11.9 years) that underwent renal donor protocol MDCT was conducted. A systematic review of the CT report, records from multidisciplinary renal transplantation rounds, and electronic medical records was performed to determine which patients were approved or declined as live renal donors. If declined as a donor, CT-identified reasons were categorized as abnormalities of renal vasculature, renal parenchyma, collecting system, or extra-renal. RESULTS: A total of 81 patients were excluded as renal donors on the basis of CT findings. Abnormalities of the collecting system accounted for the most frequent cause of exclusion (n=41), with asymptomatic renal calculi being detected in 39 patients. Complex vascular anatomy and vascular abnormalities resulted in the exclusion of 29 patients. Supernumerary arteries and early arterial branching resulted in the exclusion of 20 patients, while renal vein anomalies leading to exclusion were uncommon (n=2). Abnormalities of renal parenchyma resulted in the exclusion of nine patients. Three patients were diagnosed with autosomal dominant polycystic kidney disease, two patients had renal cell carcinoma, and two patients had areas of cortical scarring. A complex cystic lesion requiring surveillance imaging was encountered in one patient and a large area of renal infarction related to prior adrenalectomy was demonstrated in one patient. Extra-renal abnormalities leading to exclusion were limited to two patients with pulmonary nodules. CONCLUSIONS: MDCT plays a critical role in the preoperative assessment of potential renal donors by identifying contraindications to donor nephrectomy and providing accurate vascular mapping. This study is anticipated to be informative for those involved in the workup of potential living renal donors by quantifying the incidence and reasons for donor exclusion identified on CT.

17.
Can Assoc Radiol J ; 69(2): 120-135, 2018 May.
Article in English | MEDLINE | ID: mdl-29655580

ABSTRACT

Artificial intelligence (AI) is rapidly moving from an experimental phase to an implementation phase in many fields, including medicine. The combination of improved availability of large datasets, increasing computing power, and advances in learning algorithms has created major performance breakthroughs in the development of AI applications. In the last 5 years, AI techniques known as deep learning have delivered rapidly improving performance in image recognition, caption generation, and speech recognition. Radiology, in particular, is a prime candidate for early adoption of these techniques. It is anticipated that the implementation of AI in radiology over the next decade will significantly improve the quality, value, and depth of radiology's contribution to patient care and population health, and will revolutionize radiologists' workflows. The Canadian Association of Radiologists (CAR) is the national voice of radiology committed to promoting the highest standards in patient-centered imaging, lifelong learning, and research. The CAR has created an AI working group with the mandate to discuss and deliberate on practice, policy, and patient care issues related to the introduction and implementation of AI in imaging. This white paper provides recommendations for the CAR derived from deliberations between members of the AI working group. This white paper on AI in radiology will inform CAR members and policymakers on key terminology, educational needs of members, research and development, partnerships, potential clinical applications, implementation, structure and governance, role of radiologists, and potential impact of AI on radiology in Canada.


Subject(s)
Artificial Intelligence , Radiology/methods , Canada , Humans , Radiologists , Societies, Medical
18.
Int J Cardiol ; 261: 228-233, 2018 06 15.
Article in English | MEDLINE | ID: mdl-29555336

ABSTRACT

BACKGROUND: Our objectives were to evaluate the temporal changes in CMR-based strain imaging, and examine their relationship with left ventricular ejection fraction (LVEF), in patients treated with trastuzumab. PATIENTS AND METHODS: In this prospective longitudinal observational study, 41 women with HER2+ breast cancer treated with chemotherapy underwent serial CMR (baseline, 6, 12, and 18 months) after initiation of trastuzumab (treatment duration 12 months). LVEF and LV strain (global longitudinal[GLS] and circumferential[GCS]) measurements were independently measured by 2 blinded readers. RESULTS: Of the 41 patients, 56% received anthracycline-based chemotherapy. Compared to baseline (60.4%, 95%CI 59.2-61.7%), there was a small but significant reduction in LVEF at 6 months (58.4%, 95%CI 56.7-60.0%, p = 0.034) and 12 months (57.9%, 95%CI 56.4-59.7%, p = 0.012), but not at 18 months (60.2%, 95%CI 58.2-62.2%, p = 0.93). Similarly, compared to baseline, GLS and GCS decreased significantly at 6 months (p = 0.024 and < 0.001, respectively) and 12 months (p = 0.002 and < 0.001, respectively) with an increase in LV end-diastolic volume, but not at 18 months. There were significant correlations between the temporal (6 month-baseline) changes in LVEF, and all global strain measurements (Pearson's r = -0.60 and r = -0.75 for GLS and GCS, respectively, all p < 0.001). CONCLUSION: There was a significant reduction in LV strain during trastuzumab treatment, which correlated with a concurrent subtle decline in LVEF and was associated with an increase in LV end-diastolic volume. LV strain assessment by CMR may be a promising method to monitor for subclinical myocardial dysfunction in breast cancer patients receiving chemotherapy. Future studies are needed to determine its prognostic and therapeutic implications.


Subject(s)
Antineoplastic Agents, Immunological/administration & dosage , Breast Neoplasms/diagnostic imaging , Magnetic Resonance Imaging, Cine/methods , Receptor, ErbB-2 , Trastuzumab/administration & dosage , Ventricular Dysfunction, Left/diagnostic imaging , Adult , Antineoplastic Agents, Immunological/adverse effects , Breast Neoplasms/drug therapy , Breast Neoplasms/epidemiology , Echocardiography/methods , Female , Humans , Longitudinal Studies , Middle Aged , Prospective Studies , Radionuclide Ventriculography/methods , Trastuzumab/adverse effects , Ventricular Dysfunction, Left/chemically induced
19.
J Cardiovasc Magn Reson ; 19(1): 44, 2017 Apr 10.
Article in English | MEDLINE | ID: mdl-28395671

ABSTRACT

BACKGROUND: There are limited data on the effects of trastuzumab on the right ventricle (RV). Therefore, we sought to evaluate the temporal changes in right ventricular (RV) structure and function as measured by cardiovascular magnetic resonance (CMR), and their relationship with left ventricular (LV) structure and function in breast cancer patients treated with trastuzumab. METHODS: Prospective, longitudinal, observational study involving 41 women with HER2+ breast cancer who underwent serial CMR at baseline, 6, 12, and 18 months after initiation of trastuzumab. A single blinded observer measured RV parameters on de-identified CMRs in a random order. Linear mixed models were used to investigate temporal changes in RV parameters. RESULTS: Of the 41 women (age 52 ± 11 years), only one patient experienced trastuzumab-induced cardiotoxicity. Compared to baseline, there were small but significant increases in the RV end-diastolic volume at 6 months (p = 0.002) and RV end-systolic volume at 6 and 12 months (p < 0.001 for both), but not at 18 months (p = 0.82 and 0.13 respectively). RV ejection fraction (RVEF), when compared to baseline (58.3%, 95% CI 57.1-59.5%), showed corresponding decreases at 6 months (53.9%, 95% CI 52.5-55.4%, p < 0.001) and 12 months (55%, 95% CI 53.8-56.2%, p < 0.001) that recovered at 18 months (56.6%, 95% CI 55.1-58.0%, p = 0.08). Although the temporal pattern of changes in LVEF and RVEF were similar, there was no significant correlation between RVEF and LVEF at baseline (r = 0.29, p = 0.07) or between their changes at 6 months (r = 0.24, p = 0.17). CONCLUSION: In patients receiving trastuzumab without overt cardiotoxicity, there is a subtle but significant deleterious effect on RV structure and function that recover at 18 months, which can be detected by CMR. Furthermore, monitoring of LVEF alone may not be sufficient in detecting early RV injury. These novel findings provide further support for CMR in monitoring early cardiotoxicity. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT01022086 . Date of registration: November 27, 2009.


Subject(s)
Antineoplastic Agents, Immunological/adverse effects , Breast Neoplasms/drug therapy , Heart Ventricles/drug effects , Magnetic Resonance Imaging, Cine , Trastuzumab/adverse effects , Ventricular Dysfunction, Right/chemically induced , Ventricular Function, Right/drug effects , Adult , Analysis of Variance , Cardiotoxicity , Early Diagnosis , Female , Heart Ventricles/diagnostic imaging , Heart Ventricles/pathology , Heart Ventricles/physiopathology , Humans , Linear Models , Longitudinal Studies , Middle Aged , Ontario , Predictive Value of Tests , Prospective Studies , Recovery of Function , Single-Blind Method , Stroke Volume/drug effects , Time Factors , Treatment Outcome , Ventricular Dysfunction, Right/diagnostic imaging , Ventricular Dysfunction, Right/pathology , Ventricular Dysfunction, Right/physiopathology , Ventricular Function, Left/drug effects
20.
J Hypertens ; 35(8): 1709-1716, 2017 08.
Article in English | MEDLINE | ID: mdl-28319597

ABSTRACT

OBJECTIVE: The optimal timing of blood pressure (BP) measurement is not firmly established for patients undergoing hemodialysis. We sought to assess which BP measurement change best correlates with changes in left ventricular mass index (LVMI) over 1 year in patients with end-stage renal disease. METHODS: Fifty-seven patients were included in a prospective cohort study comparing the cardiovascular impact of conversion to in-center nocturnal hemodialysis versus continuing conventional hemodialysis. BP measurements were recorded at different time points (predialysis, after initiation of dialysis, at the intradialytic nadir, and postdialysis) during dialysis sessions over 12 weeks at baseline and after 1-year follow-up. LVMI was independently measured by a single blinded reader using cardiac magnetic resonance imaging at baseline and 1 year. RESULTS: Overall, the mean LVMI was 69.9 g/m (standard deviation 15.9) at baseline and 69.6 g/m (standard deviation 16.0) at 1 year. The change in initiation mean arterial pressure (MAP) most strongly correlated with the change in LVMI (Pearson correlation coefficient r = 0.71, P < 0.001). The relationship was similar in both dialysis groups and in multivariable analysis. In pairwise comparisons, initiation MAP was more strongly correlated with the change in LVMI than nadir and postdialysis measurements (all P < 0.05). However, the correlation was not stronger than predialysis SBP (P = 0.33). CONCLUSION: The change in initiation MAP correlated best with the change in LVMI over 1 year in patients undergoing hemodialysis. Further studies are needed to determine whether it represents a potentially useful treatment target to prevent adverse ventricular remodeling, thereby improving cardiovascular outcome.ClinicalTrials.gov Identifier: NCT00718848.


Subject(s)
Hypertrophy, Left Ventricular/physiopathology , Kidney Failure, Chronic/physiopathology , Blood Pressure/physiology , Blood Pressure Determination , Cohort Studies , Female , Humans , Hypertrophy, Left Ventricular/complications , Kidney Failure, Chronic/complications , Male , Middle Aged , Prospective Studies , Ventricular Remodeling
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