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Synergistic photothermal/immunotherapy has garnered significant attention for its potential to enhance tumor therapeutic outcomes. However, the fabrication of an intelligent system with a simple composition that simultaneously exerts photothermal/immunotherapy effect and imaging guidance function still remains a challenge. Herein, a glutathione (GSH)-responsive theranostic nanoprobe, named HA-MnO2/ICG, was elaborately constructed by loading photothermal agent (PTA) indocyanine green (ICG) onto the surface of hyaluronic acid (HA)-modified manganese dioxide nanosheets (HA-MnO2) for magnetic resonance (MR) imaging-guided synergetic photothermal/immuno-enhanced therapy. In this strategy, HA-MnO2 nanosheets were triggered by the endogenous GSH in tumor microenvironment to generate Mn2+ for MR imaging, where the longitudinal relaxation rate of HA-MnO2/ICG was up to 14.97 mM-1s-1 (â¼24 times than that found in a natural environment), demonstrating excellent intratumoral MR imaging. Moreover, the HA-MnO2/ICG nanoprobe demonstrates remarkable photothermal therapy (PTT) efficacy, generating sufficient heat to induce immunogenic cell death (ICD) within tumor cells. Meanwhile the released Mn2+ ions from the nanosheets function as potent immune adjuvants, amplifying the immune response against cancer. In vivo experiments validated that HA-MnO2/ICG-mediated PTT was highly effective in eradicating primary tumors, while simultaneously enhancing immunogenicity to prevent the growth of distal metastasis. This hybrid HA-MnO2/ICG nanoprobe opened new avenues in the design of MR imaging-monitored PTT/immuno-enhanced synergistic therapy for advanced cancer.
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Ácido Hialurônico , Imunoterapia , Verde de Indocianina , Imageamento por Ressonância Magnética , Compostos de Manganês , Óxidos , Terapia Fototérmica , Compostos de Manganês/química , Compostos de Manganês/farmacologia , Animais , Óxidos/química , Camundongos , Ácido Hialurônico/química , Verde de Indocianina/química , Humanos , Antineoplásicos/química , Antineoplásicos/farmacologia , Tamanho da Partícula , Fototerapia , Nanopartículas/química , Propriedades de Superfície , Camundongos Endogâmicos BALB C , Nanomedicina Teranóstica , Linhagem Celular Tumoral , Ensaios de Seleção de Medicamentos Antitumorais , Sobrevivência Celular/efeitos dos fármacos , Neoplasias Experimentais/diagnóstico por imagem , Neoplasias Experimentais/terapia , Proliferação de Células/efeitos dos fármacosRESUMO
Posterior reversible encephalopathy syndrome (PRES) is a clinical-radiological syndrome that combines nonspecific neurological manifestations, sometimes severe (coma, status epilepticus), with typical brain imaging showing mostly bilateral, symmetrical abnormalities, predominantly affecting the white matter. Termed "reversible," the norm is a return to the previous neurological state. However, this recovery is not always guaranteed, with potential neurological sequelae or even progression to death. PRES has multiple etiologies. The primary etiology associated with PRES is substance consumption. However, cases of PRES following cannabis consumption are rare. Here, we present the case of a 27-year-old man admitted for the management of a feverless altered state of consciousness, whose investigations eventually revealed PRES due to cannabis consumption.
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In situ monitoring microRNA (miRNA) expression in vivo holds immense potential for directly visualizing the occurrence and progression of tumors. However, the significant barrier to developing a probe that can overcome the low abundance of miRNAs while providing an output signal with unlimited tissue penetration depth remains formidable. In this study, we developed a DNA machine-based magnetic resonance imaging nanoprobe (MRINP) for amplified detection of miR-21 in vivo. The MRINP was constructed with superparamagnetic Fe3O4 nanoparticles (NPs), paramagnetic Gd-DOTA complexes, and miR-21-activated DNA machines; the DNA machine was composed of hairpin DNAzyme (HD) strands serving as the DNAzyme walker and hairpin substrate (HS) strands serving as the track. Once uptake into tumor cells, the intracellular miR-21 specifically recognized and hybridized with the HD strand, restoring the activity of DNAzyme. Subsequently, the DNAzyme walker autonomously traveled on the surface of MRINP, and each step movement of the DNAzyme walker resulted in the cleavage of its substrate strands and the ensued release of the Gd-DOTA complex-labeled oligonucleotides, turning on the T1 signal of Gd-DOTA complexes for in situ imaging of miR-21 in tumor-bearing mice. This strategy would offer a promising approach for mapping tumor-specific biomarkers in vivo with unlimited penetration depth.
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DNA Catalítico , Imageamento por Ressonância Magnética , MicroRNAs , MicroRNAs/análise , DNA Catalítico/química , DNA Catalítico/metabolismo , Imageamento por Ressonância Magnética/métodos , Humanos , Animais , Camundongos , Compostos Organometálicos/química , Camundongos Nus , Camundongos Endogâmicos BALB C , Feminino , Nanopartículas de Magnetita/química , Compostos HeterocíclicosRESUMO
PURPOSE: An automatic method is presented for estimating 4D flow MRI velocity measurement uncertainty in each voxel. The velocity distance (VD) metric, a statistical distance between the measured velocity and local error distribution, is introduced as a novel measure of 4D flow MRI velocity measurement quality. METHODS: The method uses mass conservation to assess the local velocity error variance and the standardized difference of means (SDM) velocity to estimate the velocity error correlations. VD is evaluated as the Mahalanobis distance between the local velocity measurement and the local error distribution. The uncertainty model is validated synthetically and tested in vitro under different flow resolutions and noise levels. The VD's application is demonstrated on two in vivo thoracic vasculature 4D flow datasets. RESULTS: Synthetic results show the proposed uncertainty quantification method is sensitive to aliased regions across various velocity-to-noise ratios and assesses velocity error correlations in four- and six-point acquisitions with correlation errors at or under 3.2%. In vitro results demonstrate the method's sensitivity to spatial resolution, venc settings, partial volume effects, and phase wrapping error sources. Applying VD to assess in vivo 4D flow MRI in the aorta demonstrates the expected increase in measured velocity quality with contrast administration and systolic flow. CONCLUSION: The proposed 4D flow MRI uncertainty quantification method assesses velocity measurement error owing to sources including noise, intravoxel phase dispersion, and velocity aliasing. This method enables rigorous comparison of 4D flow MRI datasets obtained in longitudinal studies, across patient populations, and with different MRI systems.
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Algoritmos , Imageamento Tridimensional , Velocidade do Fluxo Sanguíneo/fisiologia , Humanos , Imageamento Tridimensional/métodos , Reprodutibilidade dos Testes , Interpretação de Imagem Assistida por Computador/métodos , Angiografia por Ressonância Magnética/métodos , Imageamento por Ressonância Magnética/métodos , Sensibilidade e Especificidade , Aumento da Imagem/métodosRESUMO
BACKGROUND AND OBJECTIVES: Genome-wide association studies (GWASs) have identified numerous candidate genes for human brain-imaging phenotypes; however, the biological relevance of many of these genes remains unconfirmed. This study aimed to investigate the causal relationships among tescalcin (TESC) (a GWAS-indicated gene), hippocampal volume, Alzheimer's disease (AD), and the underlying biological mechanisms. METHODS: Human transcriptional data were analyzed to confirm relative TESC expression in the hippocampus. In cell experiments, RNA-seq analysis was used to identify the potential biological pathways for TESC overexpression, and immunofluorescence imaging and cell viability assays were used to evaluate the effect of TESC overexpression on neuronal structure and survival. In animal experiments, the effects of TESC overexpression on hippocampal volume and cognitive function in normal mice and amyloid-ß (Aß)-induced AD mice were investigated by 9.4 T magnetic resonance imaging and behavioral tests. Underlying mechanisms were further assessed via western blotting and electrophysiological recordings. RESULTS: Human transcriptional data demonstrated that TESC is primarily expressed in the hippocampus and neurons. TESC overexpression enhanced the viability of HT22 cells and reduced Aß-induced cell death. In mouse models, Tesc-overexpressing mice revealed increased hippocampal volume, likely owing to enhanced cell viability and long-term potentiation (LTP), and reducing apoptotic- and oxidation-induced hippocampal damage. TESC overexpression could significantly mitigate Aß-induced hippocampal atrophy and memory impairment, potentially by reducing Aß-induced neuronal apoptosis and LTP weakening. CONCLUSION: This study exemplifies the translation of GWAS findings into actionable biological knowledge and suggests that upregulation of TESC may offer a promising therapeutic strategy for AD.
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Doença de Alzheimer , Peptídeos beta-Amiloides , Atrofia , Hipocampo , Transtornos da Memória , Hipocampo/metabolismo , Hipocampo/patologia , Animais , Peptídeos beta-Amiloides/metabolismo , Humanos , Camundongos , Doença de Alzheimer/genética , Doença de Alzheimer/metabolismo , Doença de Alzheimer/patologia , Transtornos da Memória/genética , Transtornos da Memória/metabolismo , Masculino , Modelos Animais de Doenças , Potenciação de Longa Duração , Neurônios/metabolismo , Neurônios/patologia , Sobrevivência Celular , Estudo de Associação Genômica Ampla , Camundongos Transgênicos , Linhagem CelularRESUMO
Apesar de não muito frequente, nos últimos 20 anos, houve um aumento significativo dos relatos sobre rotura do peitoral maior, normalmente associadas à prática de atividade física em que ocorre contração intensa e/ou uso de cargas pesadas exercendo resistência sobre o músculo. Neste relato de caso temos um paciente de 51 anos referindo dor no tórax à direita e no braço direito há 3 dias após tentar consertar o guidão da moto. Apresentava assimetria dos peitorais, perda de força do membro superior direito, dificuldade de movimentação e hematoma. A ressonância magnética demonstrou rotura completa da junção miotendínea do peitoral maior, com tendinopatia com fissuras insercionais e intrasubstanciais infraespinhal e tendinopatia com rotura parcial do tendão subescapular. Foi indicado por médico ortopedista o acompanhamento com o uso de medicação analgésica.
Although not very common, in the last 20 years, there has been a significant increase in reports of rupture of the pectoralis major, normally associated with the practice of physical activity in which intense contraction occurs and/or the use of heavy loads exerting resistance on the muscle. In this case report we have a 51-year-old patient reporting pain in his right chest and right arm for 3 days after trying to fix his motorcycle's handlebars. He had asymmetry of the pectorals, loss of strength in the right upper limb, difficulty moving and hematoma. Magnetic resonance imaging demonstrated complete rupture of the myotendinous junction of the pectoralis major, with tendinopathy with insertional and intrasubstantial infraspinatus fissures and tendinopathy with partial rupture of the subscapularis tendon. An orthopedic doctor recommended follow-up with the use of analgesic medication.
Aunque no es muy común, en los últimos 20 años se ha observado un aumento significativo en los reportes de rotura del pectoral mayor, normalmente asociado a la práctica de actividad física en la que se produce una contracción intensa y/o al uso de cargas pesadas ejerciendo resistencia sobre el mismo. el músculo. En este caso clínico tenemos un paciente de 51 años que refiere dolor en el pecho derecho y en el brazo derecho durante 3 días después de intentar arreglar el manillar de su motocicleta. Presentó asimetría de pectorales, pérdida de fuerza en miembro superior derecho, dificultad de movimiento y hematoma. La resonancia magnética demostró rotura completa de la unión miotendinosa del pectoral mayor, con tendinopatía con fisuras de inserción e intrasustancial del infraespinoso y tendinopatía con rotura parcial del tendón subescapular. Un médico ortopédico recomendó seguimiento con el uso de medicación analgésica.
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Humanos , Masculino , Pessoa de Meia-Idade , Músculos Peitorais/lesões , Músculos Peitorais/diagnóstico por imagem , Extremidade Superior/lesões , Extremidade Superior/diagnóstico por imagem , Junção Miotendínea/lesões , Junção Miotendínea/diagnóstico por imagemRESUMO
The rupture of the anterior cruciate ligament is common during physical activities; however, when associated with a multiple ligament injury, it represents an uncommon condition. The diagnosis of this injury is commonly delayed or missed. Consequently, the incidence of this injury may in fact be higher than reported. We present a case of a 27-year-old man with complete tear of the anterior cruciate ligament and of the medial collateral ligament and partial tear of the posterior cruciate, lateral collateral and patellar ligaments treated surgically.
A ruptura do ligamento cruzado anterior é comum durante atividades físicas; entretanto, quando associada a lesão ligamentar múltipla, representa uma condição incomum. O diagnóstico desta lesão é comumente tardio ou esquecido. Consequentemente, a incidência desta lesão pode de facto ser superior à relatada. Apresentamos o caso de um homem de 27 anos com ruptura completa do ligamento cruzado anterior e do ligamento colateral medial e ruptura parcial dos ligamentos cruzado posterior, colateral lateral e patelar tratados cirurgicamente.
La rotura del ligamento cruzado anterior es común durante las actividades físicas; sin embargo, cuando se asocia con una lesión de múltiples ligamentos, representa una condición poco común. El diagnóstico de esta lesión comúnmente se retrasa o se pasa por alto. En consecuencia, la incidencia de esta lesión puede ser mayor de lo informado. Presentamos el caso de un varón de 27 años con rotura completa del ligamento cruzado anterior y del ligamento colateral medial y rotura parcial de los ligamentos cruzado posterior, colateral lateral y rotuliano tratados quirúrgicamente.
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Background and objective: Current guidelines on prostate cancer (PCa) diagnosis recommend risk stratification before prostate biopsy, using either a risk calculator (RC) or magnetic resonance imaging (MRI). The aim of our study was to assess the effectiveness and cost effectiveness of an RC strategy and a direct MRI (dMRI) strategy. Methods: Data for biopsy-naïve men suspected of having PCa on the basis of elevated prostate specific antigen (PSA) and/or abnormal digital rectal examination (DRE) were retrospectively collected from two large teaching hospitals. The RC and dMRI strategies were evaluated for PCa detection, effectiveness, and costs. The RC strategy used the Rotterdam prostate cancer risk calculator 3/4 and MRI for stratification, while the dMRI strategy directly used MRI findings. Clinically significant (cs)PCa was defined as a Gleason score ≥3 + 4. Key findings and limitations: In total, 1458 men were included for analysis, of whom 944 were in the RC group and 514 were in the dMRI group. The RC strategy significantly reduced MRI use by 47.8% (52.2% vs 99.8%; p < 0.001) and reduced costs by 14.3% (422.45 vs 492.77; p < 0.001) in comparison to the dMRI strategy. The number of patients who underwent prostate biopsy (36.5% vs. 40.9%; p = 0.11) and the csPCa detection rate (43.5% vs 45.2%; p = 0.69) were similar between the groups. The study is limited by its retrospective nature, so the findings should be interpreted with caution. Conclusions and clinical implications: Both the RC strategy and the dMRI strategy are viable options for PCa diagnosis, with the former significantly reducing MRI use and overall diagnostic costs per person. Therefore, the RC strategy might be preferred over dMRI, particularly in contexts aiming for sustainable health care practices that optimize resource allocation and cost effectiveness. Patient summary: We compared two different approaches for men with a suspicion of prostate cancer. One uses a risk calculator to decide on whether to perform an MRI (magnetic resonance imaging) scan, and the other proceeds directly to MRI. In both cases, prostate biopsy is performed in cases with positive MRI findings. The number of patients who needed a biopsy and the cancer detection rate were similar for the two approaches.
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BACKGROUND: Müllerian anomalies significantly impact female reproductive health. This study aims to compare the diagnostic efficacy of three-dimensional ultrasound (3D-US) and magnetic resonance imaging (MRI) in detecting and classifying these anomalies. METHODS: A retrospective analysis of 150 patients with Müllerian anomalies was conducted at Saveetha Medical College and Hospital from March 2018 to March 2024. MRI and 3D-US examinations were performed and analyzed independently by two radiologists. Anomalies were classified according to European Society of Human Reproduction and Embryology (ESHRE)/European Society for Gynaecological Endoscopy (ESGE) and American Society for Reproductive Medicine (ASRM) guidelines. RESULTS: The septate uterus was the most prevalent anomaly, observed in 53 patients (35.3%). MRI demonstrated superior diagnostic accuracy (AUC 0.92) compared to 3D-US (AUC 0.88). Significant associations were found between presenting symptoms and specific anomaly types (p < 0.05). Inter-rater reliability between the two radiologists, with respect to classification of anomalies, was high (Cohen's kappa 0.85). DISCUSSION: MRI's superior soft-tissue contrast and multiplanar capabilities make it the gold standard for evaluating complex uterine malformations. 3D-US offers valuable real-time imaging and is particularly effective in assessing septum characteristics. The combined use of MRI and 3D-US enhances diagnostic precision and facilitates tailored management strategies. CONCLUSION: Integrating MRI and 3D-US in clinical practice improves diagnostic accuracy and treatment planning for Müllerian anomalies, ultimately enhancing patient outcomes.
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Objective: Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized by increasing prevalence, diverse impairments, and unclear origins and mechanisms. To gain a better grasp of the origins of ASD, it is essential to identify the most distinctive structural brain abnormalities in individuals with ASD. Methods: A Multi-Stage Progressive Feature Refinement Approach was employed to identify the most pivotal structural magnetic resonance imaging (MRI) features that distinguish individuals with ASD from typically developing (TD) individuals. The study included 175 individuals with ASD and 69 TD individuals, all aged between 7 and 18 years, matched in terms of age and gender. Both cortical and subcortical features were integrated, with a particular focus on hippocampal subfields. Results: Out of 317 features, 9 had the most significant impact on distinguishing ASD from TD individuals. These structural features, which include a specific hippocampal subfield, are closely related to the brain areas associated with the reward system. Conclusion: Structural irregularities in the reward system may play a crucial role in the pathophysiology of ASD, and specific hippocampal subfields may also contribute uniquely, warranting further investigation.
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Multiple sclerosis (MS) is an autoimmune disease affecting the central nervous system (CNS). The diagnosis of MS is based on clinical signs and symptoms as well as findings in magnetic resonance imaging (MRI) sequences by demonstrating the spatial and temporal dispersion of white matter lesions, which are thought to be typical of MS in distribution, shape, extent, and signal abnormalities. Spinal cord MRI can identify asymptomatic lesions and rule out malignancies or spinal stenosis in patients for whom brain imaging is not helpful in making an MS diagnosis. This study examines the MRI features of Saudi Arabian patients clinically proven to have MS with typical lesions exclusively evident in the spinal cord. This retrospective cross-sectional study was carried out in 151 patients who are confirmed cases of MS based on clinical findings and MRI results. Patients' MRI data were reviewed from the picture archiving and communication system (PACS). The study revealed that MS incidence was higher in females than males and that the number of people diagnosed with MS increased in middle age. Cervical cord plaques and cervical cord curve straightening were the most frequent changes (67% and 56%, respectively), indicating that MRI can complement and even replace clinical data in MS diagnosis, leading to earlier, more precise diagnoses and speedier starts to treatment.
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Objective: As an important anatomic factor in the process of lumbar disc herniation (LDH), the correlation between end plate sagittal morphology and intervertebral disc degeneration (IDD) is unclear. Moreover, research on imaging data of lumbar end plate in patients with LDH is still insufficient. Our study aimed to observe the morphological change of the lower lumbar end plate (L3-S1) in patients with LDH on magnetic resonance imaging (MRI) and analyze its correlation with the degree of IDD. Materials and Methods: A total of 116 patients were included in the study. Based on their MRI, we divided end plates into three types (concave, flat, and irregular), assigned intervertebral discs with Grade I-V given 1-5 points successively according to the Pfirrmann system, and determined whether there was Modic change of each end plate. The correlation between the morphology of the end plate and the degree of IDD was analyzed. Results: There was an excellent interobserver agreement for each item we analyzed (interclass correlation coefficient >0.75). Concave end plate appeared most frequently (187, 53.7%) and was mainly distributed in L3/4 and L4/5, whereas irregular end plate was the least common type (54, 15.5%) and mainly concentrated in L5/S1. The IDD degree of the corresponding disc increased gradually from concave (3.27 ± 0.81) to irregular end plates (4.25 ± 0.79) (P < 0.05). Irregular end plates were more likely to have Modic changes than concave and flat end plates (P < 0.05). Conclusion: The sagittal morphology of the lower lumbar end plate is related to modic changes and degree of IDD (based on the Pfirrmann grading system) in patients with LDH, and the concave end plate mostly reflects a lower degree of lumbar disc degeneration, which has substantial clinical significance.
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Introduction and Aims: Grade 1 spondylolisthesis can be challenging to detect on magnetic resonance imaging (MRI), particularly for spinal surgeons and radiologists with limited experience interpreting spinal MRIs. This study aims to describe a unique sign described as a "mustache sign," which may assist in detecting subtle Grade I spondylolisthesis on sagittal sequences on MRI of the spine. Patients and Methods: A retrospective review of 50 lumbar spine MRI scans of patients with Grade I spondylolisthesis of L5/S1 performed over 3 years was conducted at a tertiary orthopedic spinal center in the United Kingdom. The scans were assessed for the presence of the "mustache sign" and findings were independently recorded by one musculoskeletal radiology registrar and one fellowship trained musculoskeletal radiologist with over 10 years of experience. Results: There were 35 females (70%) and 15 males (30%). The patient's mean age was 54.3 years (13-82). The "mustache sign" was present in 13 (26%) of these patients. Twelve of 13 scans (92%) positive for the sign also demonstrated pars interarticularis defects (P < 0.001, Fisher's Exact test), compared to those without the sign. There was excellent interobserver reliability with a kappa of 1. Conclusion: The "mustache sign" on MRI spine correlates well with the presence of Grade I spondylolisthesis. This ancillary sign can complement other previously described radiological findings on sagittal MRI sequences to confirm Grade I spondylolisthesis.
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Background: A healthy lower back is essential for optimal spinal function and overall wellness. Magnetic resonance imaging (MRI) has become the gold standard in assessing lumbar spine disease. This article aims to evaluate the precision and efficacy of the lumbar offset distance (LOD) as a novel MRI parameter designed to determine the lumbar spine alignment. normally measured as we compared it to a new parameter based on length. Materials and Methods: Supine sagittal magnetic resonance images of 101 patients who underwent lumbar spine MRI scans were analyzed. We focused on L1-L5 lumbar lordosis angle (LLA) and LOD to assess lumbar spine alignment. Diagnostic cutoff values for LOD measurements were determined, and their diagnostic accuracies were evaluated. Results: The normal LLA in our dataset was 23°-45°, and the normal LOD was 5-15 mm. Using linear regression, the range of 6-14 mm correlates to the LLA range of 20°-45°, which would define the standard lumbar offset as normal between 6 and 14 mm. Hence, lumbar hypolordosis was defined as <6 mm, and lumbar hyperlordosis was defined as more than 14 mm. Our study showed a good correlation between the LOD and LLA and is particularly useful in identifying cases of normal lumbar lordosis, hypolordosis, and hyperlordosis. Conclusion: Linear measurements show good diagnostic accuracy of LOD in evaluating lumbar spinal alignment, including normal alignment, hypolordosis, and hyperlordosis.
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Introduction: This is a case of a 32-year-old woman who developed postpartum depression (PPD). She became anxious and depressive about caring for her child, and the Edinburgh Postnatal Depression Scale (EPDS) test showed a score of 9 at 2 weeks after delivery, and at 7 months postpartum, she presented with major melancholic depression followed by mild cognitive decline without any neurological symptoms except cluttering speech. Case Presentation: Cerebral magnetic resonance imaging showed confluent fluid-attenuated inversion recovery hyperintensities in the periventricular and frontal deep white matter, with multiple spotty calcifications in the frontal white matter by cerebral CT. Genetic testing revealed a mutation in the colony-stimulating factor 1 receptor (CSF1R). Conclusion: This case report is consistent with evidence that PPD may have organic causes in some cases, including CSF1R mutations. Atypical findings such as mild cognitive decline combined with PPD in psychiatric interview may justify brain imaging to avoid misdiagnosis, since CSF1R-related leukoencephalopathy is probably an under-recognized disease in medical psychiatry. Further investigations are needed to clarify a pathophysiological correlation between CSF1R signaling abnormality and PPD as well as major depression.
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Objective: The objective of this meta-analysis is to assess the efficacy of radiomics techniques utilizing magnetic resonance imaging (MRI) for predicting lymphovascular space invasion (LVSI) in patients with cervical cancer (CC). Methods: A comprehensive literature search was conducted in databases including PubMed, Embase, Cochrane Library, Medline, Scopus, CNKI, and Wanfang, with studies published up to 08/04/2024, being considered for inclusion. The meta-analysis was performed using Stata 15 and Review Manager 5.4. The quality of the included studies was evaluated using the Quality Assessment of Diagnostic Accuracy Studies 2 and Radiomics Quality Score tools. The analysis encompassed the pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratio (DOR). Summary ROC curves were constructed, and the AUC was calculated. Heterogeneity was investigated using meta-regression. Statistical significance was set at p ≤ 0.05. Results: There were 13 studies involving a total of 2,245 patients that were included in the meta-analysis. The overall sensitivity and specificity of the MRI-based model in the Training set were 83% (95% CI: 77%-87%) and 72% (95% CI: 74%-88%), respectively. The AUC, DOR, PLR, and NLR of the MRI-based model in the Training set were 0.89 (95% CI: 0.86-0.91), 22 (95% CI: 12-40), 4.6 (95% CI: 3.1-7.0), and 0.21 (95% CI: 0.16-0.29), respectively. Subgroup analysis revealed that the AUC of the model combining radiomics with clinical factors [0.90 (95% CI: 0.87-0.93)] was superior to models based on T2-weighted imaging (T2WI) sequence [0.78 (95% CI: 0.74-0.81)], contrast-enhanced T1-weighted imaging (T1WI-CE) sequence [0.85 (95% CI: 0.82-0.88)], and multiple sequences [0.86 (95% CI: 0.82-0.89)] in the Training set. The pooled sensitivity and specificity of the model integrating radiomics with clinical factors [83% (95% CI: 73%-89%) and 86% (95% CI: 73%-93%)] surpassed those of models based on the T2WI sequence [79% (95% CI: 71%-85%) and 72% (95% CI: 67%-76%)], T1WI-CE sequence [78% (95% CI: 67%-86%) and 78% (95% CI: 68%-86%)], and multiple sequences [78% (95% CI: 67%-87%) and 79% (95% CI: 70%-87%)], respectively. Funnel plot analysis indicated an absence of publication bias (p > 0.05). Conclusion: MRI-based radiomics demonstrates excellent diagnostic performance in predicting LVSI in CC patients. The diagnostic performance of models combing radiomics and clinical factors is superior to that of models utilizing radiomics alone. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/#myprospero, identifier CRD42024538007.
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Fabry disease is the most frequently occurring form of lysosomal disease in Japan, and is characterized by a wide variety of conditions. Primarily, the three major types of concerns associated with Fabry disease observed during adulthood that must be prevented are central nervous system, renal, and cardiac complications. Cardiac complications, such as cardiomyopathy, cardiac muscle fibrosis, and severe arrhythmia, are the most common mortality causes in patients with Fabry disease. To predict cardiac complications of Fabry disease, we extracted RNA from the venous blood of patients for cap analysis of gene expression (CAGE), performed likelihood ratio tests for each RNA expression dataset obtained from individuals with and without cardiac complications, and analyzed the correlation between cardiac functional factors observed using magnetic resonance imaging data extracted using artificial intelligence algorithms and RNA expression. Our findings showed that CHN1 expression was significantly higher in male Fabry disease patients with cardiac complications and that it could be associated with many cardiac functional factors. CHN1 encodes a GTPase-activating protein, chimerin 1, which is specific to the GTP-binding protein Rac (involved in oxidative stress generation and the promotion of myocardial fibrosis). Thus, CHN1 is a potential predictive biomarker of cardiac complications in Fabry disease; however, further studies are required to confirm this observation.
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Attention deficit/hyperactivity disorder (ADHD) is a common neurodevelopmental disorder, and numerous functional and structural differences have been identified in the brains of individuals with ADHD compared to controls. This study uses data from the baseline sample of the large, epidemiologically informed Adolescent Brain Cognitive Development Study of children aged 9-10 years old (N = 7979). Cross-validated Poisson elastic net regression models were used to predict a dimensional measure of ADHD symptomatology from within- and between-network resting-state correlations and several known risk factors, such as biological sex, socioeconomic status, and parental history of problematic alcohol and drug use. We found parental history of drug use and biological sex to be the most important predictors of attention problems. The connection between the default mode network and the dorsal attention network was the only brain network identified as important for predicting attention problems. Specifically, we found that reduced magnitudes of the anticorrelation between the default mode and dorsal attention networks relate to increased attention problems in children. Our findings complement and extend recent studies that have connected individual differences in structural and task-based fMRI to ADHD symptomatology and individual differences in resting-state fMRI to ADHD diagnoses.
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A 69-year-old man presented with corticosteroid-dependent colchicine-resistant chronic recurrent pericarditis initially thought to be idiopathic in etiology. Transitioning from anakinra to rilonacept revealed rheumatoid arthritis as the underlying cause. Anakinra demonstrated superior efficacy in managing both pericarditis and rheumatoid arthritis symptoms.
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To detect cellular activities deep within the body using magnetic resonance platforms, magnetosomes are the ideal model of genetically-encoded nanoparticles. These membrane-bound iron biominerals produced by magnetotactic bacteria are highly regulated by approximately 30 genes; however, the number of magnetosome genes that are essential and/or constitute the root structure upon which biominerals form is largely undefined. To examine the possibility that key magnetosome genes may interact in a foreign environment, we expressed mamI and mamL as fluorescent fusion proteins in mammalian cells. Localization and potential protein-protein interaction(s) were investigated using confocal microscopy and fluorescence correlation spectroscopy (FCS). Enhanced green fluorescent protein (EGFP)-MamI and the red fluorescent Tomato-MamL displayed distinct intracellular localization, with net-like and punctate fluorescence, respectively. Remarkably, co-expression revealed co-localization of both fluorescent fusion proteins in the same punctate pattern. An interaction between MamI and MamL was confirmed by co-immunoprecipitation. In addition, changes in EGFP-MamI distribution were accompanied by acquisition of intracellular mobility which all Tomato-MamL structures displayed. Analysis of extracts from these cells by FCS was consistent with an interaction between fluorescent fusion proteins, including an increase in particle radius. Co-localization and interaction of MamI and MamL demonstrate that select magnetosome proteins may associate in mammalian cells.