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1.
Iowa Orthop J ; 43(2): 60-69, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38213860

RESUMO

Background: Extremity soft-tissue sarcomas (STS) are commonly treated with neoadjuvant radiation therapy followed by surgical resection. However, the pathological near-complete response rate is low (9-25%). Noninvasive imaging assessment that predicts treatment response before and during treatment is desirable to optimize treatment regimens. This pilot study aimed to investigate the application of a quantitative MRI parameter, T2*, in assessing neoadjuvant radiation therapy combined with pharmacological ascorbate in extremity STS. Methods: This prospective cohort study included seven patients diagnosed with extremity STS and scheduled to receive neoadjuvant radiation therapy combined with pharmacological ascorbate. T2* maps were obtained from each patient before treatment (baseline MRI), two weeks after initiating treatment (on-treatment MRI), and before surgery (pre-surgery MRI). The T2* values within the tumor region were transformed into z-scores with respect to the normal- appearing tissue region. The voxel-wise z-scores within the tumor region were thresholded to generate masks representing significantly high (z-score>1.96) and low z-score (z-score<-1.96) voxels. The means of the total z-scores and within each of the significantly high and low z-score mask were computed. Their correlations with percent necrosis from pathological examination were evaluated using Spearman's rank correlation coefficient r. A correlation was considered as moderate or strong when r is higher than 0.6 and 0.8, respectively. A correlation was considered as fair or weak when r is below 0.6. Results: For the baseline and on-treatment MRIs, the means of the significantly high z-scores of the T2* measurements showed moderate correlations with percent necrosis (r = 0.68 and 0.6; p = 0.11 and 0.24). For the pre-surgery MRI, the means of the total and significantly high z-scores showed strong correlations with percent necrosis (r = 0.8 and 0.9; p = 0.13 and 0.08). Tumor volume and baseline MRI-based percent necrosis showed fair or weak correlations (r = 0.3-0.54; p = 0.24-0.68). Conclusion: T2* measurements prior to treatment, two weeks after initiating treatment, and before surgery showed moderate to strong correlations with percent necrosis. These results support the potential for using T2* mapping to predict and assess response to neoadjuvant radiation therapy combined with pharmacological ascorbate in extremity STS. Level of Evidence: IV.


Assuntos
Sarcoma , Neoplasias de Tecidos Moles , Humanos , Terapia Neoadjuvante , Projetos Piloto , Estudos Prospectivos , Sarcoma/diagnóstico por imagem , Sarcoma/tratamento farmacológico , Sarcoma/radioterapia , Neoplasias de Tecidos Moles/diagnóstico por imagem , Neoplasias de Tecidos Moles/tratamento farmacológico , Neoplasias de Tecidos Moles/radioterapia , Necrose
2.
Brain Behav ; 12(1): e2413, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34907666

RESUMO

BACKGROUND: Posttraumatic stress disorder (PTSD) is associated with markers of accelerated aging. Estimates of brain age, compared to chronological age, may clarify the effects of PTSD on the brain and may inform treatment approaches targeting the neurobiology of aging in the context of PTSD. METHOD: Adult subjects (N = 2229; 56.2% male) aged 18-69 years (mean = 35.6, SD = 11.0) from 21 ENIGMA-PGC PTSD sites underwent T1-weighted brain structural magnetic resonance imaging, and PTSD assessment (PTSD+, n = 884). Previously trained voxel-wise (brainageR) and region-of-interest (BARACUS and PHOTON) machine learning pipelines were compared in a subset of control subjects (n = 386). Linear mixed effects models were conducted in the full sample (those with and without PTSD) to examine the effect of PTSD on brain predicted age difference (brain PAD; brain age - chronological age) controlling for chronological age, sex, and scan site. RESULTS: BrainageR most accurately predicted brain age in a subset (n = 386) of controls (brainageR: ICC = 0.71, R = 0.72, MAE = 5.68; PHOTON: ICC = 0.61, R = 0.62, MAE = 6.37; BARACUS: ICC = 0.47, R = 0.64, MAE = 8.80). Using brainageR, a three-way interaction revealed that young males with PTSD exhibited higher brain PAD relative to male controls in young and old age groups; old males with PTSD exhibited lower brain PAD compared to male controls of all ages. DISCUSSION: Differential impact of PTSD on brain PAD in younger versus older males may indicate a critical window when PTSD impacts brain aging, followed by age-related brain changes that are consonant with individuals without PTSD. Future longitudinal research is warranted to understand how PTSD impacts brain aging across the lifespan.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Adolescente , Adulto , Idoso , Envelhecimento , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Feminino , Humanos , Aprendizado de Máquina , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Transtornos de Estresse Pós-Traumáticos/diagnóstico por imagem , Adulto Jovem
3.
Radiat Res ; 195(3): 230-234, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33347596

RESUMO

MR-linac technology enhances the precision of therapeutic radiation by clarifying the tumor-normal tissue interface and provides the potential for adaptive treatment planning. Accurate delineation of tumors on diagnostic magnetic resonance imaging (MRI) frequently requires gadolinium-based contrast agents (GBCAs). Despite generally being considered safe, previous literature suggests that GBCAs are capable of contrast-induced acute kidney injury (AKI). It is unclear if the risk for AKI is enhanced when GBCAs are administered concurrently with ionizing radiotherapy. During irradiation, gadolinium may be liberated from its chelator which may induce AKI. The goal of this work was to determine if radiation combined with GBCAs increased the incidence of AKI. Using a preclinical MRI-guided irradiation system, where MRI acquisitions and radiation delivery are performed in rapid succession, tumor-bearing mice with normal kidney function were injected with GBCA and treated with 2, 8 or 18 Gy irradiation. Renal function was assessed on days three and seven postirradiation to assess for AKI. No clinically relevant changes in blood urea nitrogen and creatinine were observed in any combination of GBCA and radiation dose. From these data, we conclude that GBCA in combination with radiation does not increase the risk for AKI in mice. Additional investigation of multiple doses of GBCA administered concurrently with irradiation is warranted to evaluate the risk of chronic kidney injury.


Assuntos
Injúria Renal Aguda/diagnóstico por imagem , Meios de Contraste/farmacologia , Compostos Organometálicos/farmacologia , Radiação Ionizante , Injúria Renal Aguda/induzido quimicamente , Injúria Renal Aguda/fisiopatologia , Animais , Encéfalo/diagnóstico por imagem , Encéfalo/efeitos dos fármacos , Encéfalo/patologia , Encéfalo/efeitos da radiação , Meios de Contraste/efeitos adversos , Modelos Animais de Doenças , Gadolínio/efeitos adversos , Gadolínio/farmacologia , Humanos , Rim/diagnóstico por imagem , Rim/efeitos dos fármacos , Rim/patologia , Rim/efeitos da radiação , Imageamento por Ressonância Magnética , Camundongos , Compostos Organometálicos/efeitos adversos , Radioterapia Guiada por Imagem/efeitos adversos , Radioterapia Guiada por Imagem/métodos
4.
Neuroimage ; 147: 204-218, 2017 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-27939793

RESUMO

In the current study, we extend a previous methodological pipeline by adding a novel image reconstruction approach to move functional near-infrared (fNIRS) signals from channel-space on the surface of the head to voxel-space within the brain volume. We validate this methodology by comparing voxel-wise fNIRS results to functional magnetic resonance imaging (fMRI) results from a visual working memory (VWM) task using two approaches. In the first approach, significant voxel-wise correlations were observed between fNIRS and fMRI measures for all experimental conditions across brain regions in the fronto-parieto-temporal cortices. In the second approach, we conducted separate multi-factorial ANOVAs on fNIRS and fMRI measures and then examined the correspondence between main and interaction effects within common regions of interest. Both fMRI and fNIRS showed similar trends in activation within the VWM network when the number of items held in working memory increases. These results validate the image-based fNIRS approach.


Assuntos
Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Memória de Curto Prazo/fisiologia , Neuroimagem/métodos , Espectroscopia de Luz Próxima ao Infravermelho/métodos , Adulto , Encéfalo/diagnóstico por imagem , Mapeamento Encefálico/métodos , Simulação por Computador , Feminino , Humanos , Masculino , Método de Monte Carlo , Imagem Multimodal , Desempenho Psicomotor/fisiologia , Reprodutibilidade dos Testes , Percepção Visual/fisiologia , Adulto Jovem
5.
Clin Positron Imaging ; 1(2): 117-121, 1998 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-14516600

RESUMO

OBJECTIVE: To develop a technique for the evaluation of tumor perfusion prior to and during chemo- and radiation therapy.METHODS: Using the [(15)O]water autoradiographic technique and positron emission tomography (PET), perfusion in solid cervical tumors was investigated in a series of women prior to and during radiation therapy for cervical cancer. A 60-second summed image was used with the arterial blood curve to create a parametric image. The parametric images were registered to sagittal magnetic resonance (MR) images. Regions drawn on the MR images encompassing the tumor were transferred to the corresponding co-registered PET images.RESULTS: All tumors were easily visualized by both imaging modalities and tissue heterogeneity could be evaluated. Mean pre- and during therapy flow values averaged 41.5 +/- 11.9 and 48.2 +/- 7.2 mL/min/100 g tumor, respectively.CONCLUSIONS: Perfusion status of solid tumors, an assumed predictor of response potential, can be assessed using PET and the [(15)O]water technique.

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