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1.
Adv Exp Med Biol ; 1272: 93-116, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32845504

RESUMO

The tumor microenvironment (TME) plays a key role in enhancing the growth of malignant tumors and thus contributing to "aggressive phenotypes," supporting sustained tumor growth and metastasis. The precise interplay between the numerous components of the TME that contribute to the emergence of these aggressive phenotypes is yet to be elucidated and currently under intense investigation. The purpose of this article is to identify specific role(s) for lipoproteins as part of these processes that facilitate (or oppose) malignant growth as they interact with specific components of the TME during tumor development and treatment. Because of the scarcity of literature reports regarding the interaction of lipoproteins with the components of the tumor microenvironment, we were compelled to explore topics that were only tangentially related to this topic, to ensure that we have not missed any important concepts.


Assuntos
Lipoproteínas , Neoplasias , Microambiente Tumoral , Humanos , Lipoproteínas/metabolismo , Neoplasias/metabolismo , Neoplasias/patologia , Neoplasias/terapia
2.
Med Phys ; 51(6): 3932-3949, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38710210

RESUMO

BACKGROUND: In radiation therapy (RT), accelerated partial breast irradiation (APBI) has emerged as an increasingly preferred treatment modality over conventional whole breast irradiation due to its targeted dose delivery and shorter course of treatment. APBI can be delivered through various modalities including Cobalt-60-based systems and linear accelerators with C-arm, O-ring, or robotic arm design. Each modality possesses distinct features, such as beam energy or the degrees of freedom in treatment planning, which influence their respective dose distributions. These modality-specific considerations emphasize the need for a quantitative approach in determining the optimal dose delivery modality on a patient-specific basis. However, manually generating treatment plans for each modality across every patient is time-consuming and clinically impractical. PURPOSE: We aim to develop an efficient and personalized approach for determining the optimal RT modality for APBI by training predictive models using two different deep learning-based convolutional neural networks. The baseline network performs a single-task (ST), predicting dose for a single modality. Our proposed multi-task (MT) network, which is capable of leveraging shared information among different tasks, can concurrently predict dose distributions for various RT modalities. Utilizing patient-specific input data, such as a patient's computed tomography (CT) scan and treatment protocol dosimetric goals, the MT model predicts patient-specific dose distributions across all trained modalities. These dose distributions provide patients and clinicians quantitative insights, facilitating informed and personalized modality comparison prior to treatment planning. METHODS: The dataset, comprising 28 APBI patients and their 92 treatment plans, was partitioned into training, validation, and test subsets. Eight patients were dedicated to the test subset, leaving 68 treatment plans across 20 patients to divide between the training and validation subsets. ST models were trained for each modality, and one MT model was trained to predict doses for all modalities simultaneously. Model performance was evaluated across the test dataset in terms of Mean Absolute Percent Error (MAPE). We conducted statistical analysis of model performance using the two-tailed Wilcoxon signed-rank test. RESULTS: Training times for five ST models ranged from 255 to 430 min per modality, totaling 1925 min, while the MT model required 2384 min. MT model prediction required an average of 1.82 s per patient, compared to ST model predictions at 0.93 s per modality. The MT model yielded MAPE of 1.1033 ± 0.3627% as opposed to the collective MAPE of 1.2386 ± 0.3872% from ST models, and the differences were statistically significant (p = 0.0003, 95% confidence interval = [-0.0865, -0.0712]). CONCLUSION: Our study highlights the potential benefits of a MT learning framework in predicting RT dose distributions across various modalities without notable compromises. This MT architecture approach offers several advantages, such as flexibility, scalability, and streamlined model management, making it an appealing solution for clinical deployment. With such a MT model, patients can make more informed treatment decisions, physicians gain more quantitative insight for pre-treatment decision-making, and clinics can better optimize resource allocation. With our proposed goal array and MT framework, we aim to expand this work to a site-agnostic dose prediction model, enhancing its generalizability and applicability.


Assuntos
Aprendizado Profundo , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador , Humanos , Planejamento da Radioterapia Assistida por Computador/métodos , Doses de Radiação , Neoplasias da Mama/radioterapia , Neoplasias da Mama/diagnóstico por imagem
3.
J Neurosurg Case Lessons ; 4(24)2022 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-36681970

RESUMO

BACKGROUND: Transverse myelitis is a rare neurological occurrence with varied presentation. Imaging is necessary to properly diagnose this condition; however, identifying the cause of this condition may often be difficult. OBSERVATIONS: An otherwise healthy patient presented to the clinic with peculiar neurological symptoms without an obvious underlying cause. Imaging evidenced no significant structural defects but did lead to discovery of cord enhancement compatible with a diagnosis of transverse myelitis. Corticosteroid treatment was initiated rapidly to address this pathology, and the patient recovered without deficits. To identify the underlying cause, patient medical history was reviewed thoroughly and compared with existing literature. Previous tuberculosis infection could be a less likely cause of the neurological symptoms. However, recent vaccination with the Johnson & Johnson coronavirus disease 2019 (COVID-19) vaccine could be a more likely cause of the transverse myelitis, which has been rarely reported. LESSONS: Transverse myelitis after COVID-19 infection has been an escalating phenomenon. However, transverse myelitis after COVID-19 vaccination is a rare occurrence that is also on the rise. Given the increased rates of vaccination, transverse myelitis should not be overlooked as a potential pathology, due to the severity of neurological impairment if this condition is not treated rapidly.

4.
Cereb Circ Cogn Behav ; 3: 100126, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36324397

RESUMO

Background: Subjective cognitive complaints (SCC) are associated with higher risk of mild cognitive impairment (MCI) and dementia. Cardiovascular risk factors (CVRF) have been also associated with cognitive decline, MCI, and dementia. Few studies have examined the associated of CVRF and SCC. Methods: Participants were cognitively normal Mexican Americans from the HABLE study. Participants were categorized as with and without SCC, and SCC was also measured as a continuous variable. CVRF diagnosis were ascertained during consensus review. Cognitive measures used were MMSE, Trails B, SEVLT, and digit span. Logistic regression and linear regression were used to asses the association of SCC with CVRF and cognitive scores. Results: A total of 673 participants [mean age 63.3 (SD=7.71), 69.2% female] were included. SCC was present in 323 participants (47.99%). Dyslipidemia and depression were associated with SCC. Individuals with dyslipidemia had 1.72 times the odds (95% CI = 1.20 to 2.47) of SCC, and those with depression had 3.15 times the odds (95% CI = 2.16 to 4.59) of self-reporting SCC. Higher SCC scores, were significantly associated with MMSE (B = 0.07; SE = 0.03; p = 0.02), and SEVLT immediate and delayed (B= -0.03; SE = 0.00; p = 0.000 and B = -0.03; SE = 0.00; p = 0.000, respectively). Conclusions: In a cognitively normal Mexican Americans sample of older adults, depression and dyslipidemia were correlated with self-reported SCC. A greater self-perception of cognitive decline correlated with lower scores on the MMSE and SEVLT.

5.
Neurotrauma Rep ; 3(1): 321-332, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36060454

RESUMO

Branched-chain amino acids (BCAAs) are known to be neurorestorative after traumatic brain injury (TBI). Despite clinically significant improvements in severe TBI patients given BCAAs after TBI, the approach is largely an unrecognized option. Further, TBI continues to be the most common cause of morbidity and mortality in adolescents and adults. To date, no study has evaluated whether BCAAs can be preventive or neuroprotective if taken before a TBI. We hypothesized that if BCAAs were elevated in the circulation before TBI, the brain would readily access the BCAAs and the severity of injury would be reduced. Before TBI induction with a standard weight-drop method, 50 adult mice were randomized into groups that were shams, untreated, and pre-treated, post-treated, or pre- + post-treated with BCAAs. Pre-treated mice received BCAAs through supplemented water and were dosed by oral gavage 45 min before TBI induction. All mice underwent beam walking to assess motor recovery, and the Morris water maze assessed cognitive function post-injury. On post-injury day 14, brains were harvested to assess levels of astrocytes and microglia with glial fibrillary acidic protein (GFAP) and ionized calcium-binding adapter molecule 1 (IBA-1) immunohistochemistry, respectively. Pre-treated and pre- +post-treated mice exhibited significantly better motor recovery and cognitive function than the other groups. The pre- + post-treated group had the best overall memory performance, whereas the pre-treated and post-treated groups only had limited improvements in memory compared to untreated animals. Pre- + post-treated brains had levels of GFAP that were similar to the sham group, whereas the pre-only and post-only groups showed increases. Although trends existed, no meaningful changes in IBA-1 were detected. This is the first study, animal or human, to demonstrate that BCAA are neuroprotective and substantiates their neurorestorative benefits after TBI, most likely through the important roles of BCAAs to glutamate homeostasis.

6.
J Neurosurg Case Lessons ; 1(19): CASE20113, 2021 May 10.
Artigo em Inglês | MEDLINE | ID: mdl-35854830

RESUMO

BACKGROUND: Cervical radiculopathy is a common cause of neck pain, with radiation into the upper extremity in a dermatomal pattern. Corticosteroid injection is a conservative management option with a low risk of major adverse events. No reviewed literature or case reports have implicated phrenic nerve injury secondary to cervical transforaminal epidural steroid injection (CTFESI). OBSERVATIONS: A 45-year-old man with severe right C6 radiculopathy secondary to a large right-sided C5-6 herniated intervertebral disc presented to the pain management clinic, where he received a right-sided C6 CTFESI. An hour after injection, the patient experienced shortness of breath, which was found to be caused by right diaphragmatic paralysis. The patient underwent a C5-6 anterior cervical discectomy and fusion, which provided complete relief of his radicular symptoms. However, the right hemidiaphragmatic paralysis remained at the 1-year postoperative visit. LESSONS: Thorough literature review showed no established explanations for phrenic nerve injury after CTFESI. In this study, the authors explored the suspected mechanisms of possible injury to the phrenic nerve. Epidural corticosteroid injection is considered to be a safe option for conservative management of cervical radiculopathy. This study unveiled a unique and important adverse event that should be considered before a patient receives CTFESI.

7.
Artigo em Inglês | MEDLINE | ID: mdl-31863872

RESUMO

Vagus nerve stimulation (VNS) has shown promise as an adjuvant treatment for posttraumatic stress disorder (PTSD), as it enhances fear extinction and reduces anxiety symptoms in multiple rat models of this condition. Yet, identification of the optimal stimulation paradigm is needed to facilitate clinical translation of this potential therapy. Using an extinction-resistant rat model of PTSD, we tested whether varying VNS intensity and duration could maximize extinction learning while minimizing the total amount of stimulation. We confirmed that sham rats failed to extinguish after a week of extinction training. Delivery of the standard LONG VNS trains (30 s) at 0.4 mA enhanced extinction and reduced anxiety but did not prevent fear return. Increasing the intensity of LONG VNS trains to 0.8 mA prevented fear return and attenuated anxiety symptoms. Interestingly, delivering 1, 4 or 16 SHORT VNS bursts (0.5 s) at 0.8 mA during each cue presentation in extinction training also enhanced extinction. LONG VNS trains or multiple SHORT VNS bursts at 0.8 mA attenuated fear renewal and reinstatement, promoted extinction generalization and reduced generalized anxiety. Delivering 16 SHORT VNS bursts also facilitated extinction in fewer trials. This study provides the first evidence that brief bursts of VNS can enhance extinction training, reduce relapse and support symptom remission using much less VNS than previous protocols. These findings suggest that VNS parameters can be adjusted in order to minimize total charge delivery and maximize therapeutic effectiveness.


Assuntos
Extinção Psicológica/fisiologia , Transtornos de Estresse Pós-Traumáticos/psicologia , Transtornos de Estresse Pós-Traumáticos/terapia , Estimulação do Nervo Vago/métodos , Animais , Masculino , Ratos , Ratos Sprague-Dawley , Transtornos de Estresse Pós-Traumáticos/fisiopatologia
8.
J Affect Disord ; 265: 552-557, 2020 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-31784117

RESUMO

BACKGROUND: Chronic vagus nerve stimulation (VNS) attenuates anxiety in rats and humans. However, it is unclear whether VNS can promote acute anxiolytic effects. Here we examined short-term anxiolytic effects of VNS using single or multiple trains in rats submitted to a battery of tests. METHODS: Three groups of rats were implanted with VNS cuffs and tested for anxiety using the elevated plus maze (EPM), novelty suppressed feeding (NSF), and acoustic startle response (ASR), after receiving either one or five VNS trains (0.4 mA/30 Hz/30­sec), or sham stimulation. RESULTS: Both single and multiple VNS trains reduced state anxiety as measured using the EPM, but only multiple trains reduced anxiety in the EPM and NSF. VNS did not decrease arousal as measured using the ASR. LIMITATIONS: The anxiolytic effects of VNS may be differently influenced by test order or prior-exposure to stress. VNS did not affect startle responses in naïve rats but the present findings do not determine whether VNS would affect startle responses that are potentiated by fear or anxiety. CONCLUSION: A single VNS train can produce an anxiolytic-like effect in the EPM minutes later, an effect that is not observed in the NSF. Delivering 5 VNS trains restores the immediate effects across tests of anxiety, indicating that more trains produce a more robust anxiolytic effect. The lack of effects on ASR suggests that VNS affects state anxiety but not baseline arousal in naïve rats. We suggest that the anxiolytic effect of VNS can increase tolerability and reduce dropout in exposure-based therapies.


Assuntos
Ansiolíticos , Estimulação do Nervo Vago , Animais , Ansiolíticos/farmacologia , Ansiedade/terapia , Medo , Ratos , Reflexo de Sobressalto , Nervo Vago
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