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1.
Semin Musculoskelet Radiol ; 27(6): 601-617, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37935207

RESUMEN

Accurately identifying the peripheral pain generator in patients with chronic pain remains a major challenge for modern medicine. Millions of patients around the world suffer endlessly from difficult-to-manage debilitating pain because of very limited diagnostic tests and a paucity of pain therapies. To help these patients, we have developed a novel clinical molecular imaging approach, and, in its early stages, it has been shown to accurately identify the exact site of pain generation using an imaging biomarker for the sigma-1 receptor and positron emission tomography/magnetic resonance imaging. We hope the description of the work in this article can help others begin their own pain imaging programs at their respective institutions.


Asunto(s)
Dolor Crónico , Humanos , Dolor Crónico/diagnóstico por imagen , Tomografía de Emisión de Positrones/métodos , Imagen por Resonancia Magnética/métodos , Espectroscopía de Resonancia Magnética , Receptor Sigma-1
2.
Semin Musculoskelet Radiol ; 27(6): 661-675, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37935213

RESUMEN

Chronic musculoskeletal pain is among the most highly prevalent diseases worldwide. Managing patients with chronic pain remains very challenging because current imaging techniques focus on morphological causes of pain that can be inaccurate and misleading. Moving away from anatomical constructs of disease, molecular imaging has emerged as a method to identify diseases according to their molecular, physiologic, or cellular signatures that can be applied to the variety of biomolecular changes that occur in nociception and pain processing and therefore have tremendous potential for precisely pinpointing the source of a patient's pain. Several molecular imaging approaches to image the painful process are now available, including imaging of voltage-gated sodium channels, calcium channels, hypermetabolic processes, the substance P receptor, the sigma-1 receptor, and imaging of macrophage trafficking. This article provides an overview of promising molecular imaging approaches for the imaging of musculoskeletal pain with a focus on preclinical methods.


Asunto(s)
Dolor Musculoesquelético , Canales de Sodio Activados por Voltaje , Humanos
3.
Pain Med ; 23(2): 339-346, 2022 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-34718774

RESUMEN

OBJECTIVE: The goal of this study is to demonstrate the feasibility of simultaneous [18F]-fluorodeoxyglucose (FDG) positron emission tomography (PET) and magnetic resonance imaging (MRI) for noninvasive visualization of muscular, neurovascular, and skin changes secondary to complex regional pain syndrome (CRPS). SUBJECTS: Seven adult patients with CRPS of the foot and seven healthy adult controls participated in our [18F]FDG PET/MRI study. METHODS: All participants received whole-body PET/MRI scans 1 hour after the injection of 370MBq [18F]FDG. Resulting PET/MRI images were reviewed by two radiologists. Metabolic and anatomic abnormalities identified, were grouped into muscular, neurovascular, and skin lesions. The [18F]FDG uptake of each lesion was compared with that of corresponding areas in controls using a Mann-Whitney U-test. RESULTS: On PET images, muscular abnormalities were found in five patients, neurovascular abnormalities in four patients, and skin abnormalities in two patients. However, on MRI images, no muscular abnormalities were detected. Neurovascular abnormalities and skin abnormalities in the affected limb were identified on MRI in one and two patients, respectively. The difference in [18F]FDG uptake between the patients and the controls was significant in muscle (P = .018) and neurovascular bundle (P = .0005). CONCLUSIONS: The increased uptake of [18F]FDG in the symptomatic areas likely reflects the increased metabolism due to the inflammatory response causing pain. Therefore, our approach combining metabolic [18F]FDG PET and anatomic MR imaging may offer noninvasive monitoring of the distribution and progression of inflammatory changes associated with CRPS.


Asunto(s)
Síndromes de Dolor Regional Complejo , Fluorodesoxiglucosa F18 , Adulto , Síndromes de Dolor Regional Complejo/diagnóstico por imagen , Humanos , Imagen por Resonancia Magnética/métodos , Músculos , Tomografía de Emisión de Positrones/métodos , Estudios Prospectivos , Radiofármacos
4.
Skeletal Radiol ; 51(9): 1865-1872, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-35347408

RESUMEN

OBJECTIVE: To introduce a 3D fast spin-echo (FSE) sequence technique that may replace conventional clinical 2D FSE sequences for examining the brachial plexus. MATERIALS AND METHODS: A 3D FSE sequence with motion-sensitized driven equilibrium magnitude preparation, triple-echo Dixon, and outer-volume suppression techniques, dubbed as MSDE-CUBE-fTED, was compared with clinical 2D T2-weighted and T1-weighted FSE sequences on the conventional brachial plexus exam of 14 volunteers. The resulting images were evaluated by two radiologists for fat suppression, blood flow suppression, nerve visualization, scalene muscle shape, surrounding fat planes, and diagnostic confidence. The inter-rater agreement of the reviewers was also measured. In addition, the signal magnitude ratios and contrast-to-noise ratios between nerve-to-vessel, nerve-to-muscle, and fat-to-muscle were compared. RESULTS: The MSDE-CUBE-fTED sequence scored significantly higher than the T2-weighed FSE sequence in all visualization categories (P < 0.05). Its score was not significantly different from that of the T1-weighted FSE in muscle and fat visualization (P ≥ 0.5). The inter-rater agreements were substantial (Gwet's agreement coefficient ≥ 0.7). The signal magnitude and contrast ratios were significantly higher in the MSDE-CUBE-fTED sequence (P < 0.05). CONCLUSION: Our results suggest that the MSDE-CUBE-fTED sequence can make a potential alternative to standard T2- and T1-weighted FSE sequences for examining the brachial plexus.


Asunto(s)
Plexo Braquial , Imagenología Tridimensional , Plexo Braquial/diagnóstico por imagen , Imagen de Difusión por Resonancia Magnética , Humanos , Imagenología Tridimensional/métodos , Imagen por Resonancia Magnética/métodos , Movimiento (Física)
5.
Semin Musculoskelet Radiol ; 24(4): 441-450, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32992371

RESUMEN

Identifying the source of a person's pain is a significant clinical challenge because the physical sensation of pain is believed to be subjective and difficult to quantify. The experience of pain is not only modulated by the individual's threshold to painful stimuli but also a product of the person's affective contributions, such as fear, anxiety, and previous experiences. Perhaps then to quantify pain is to examine the degree of nociception and pro-nociceptive inflammation, that is, the extent of cellular, chemical, and molecular changes that occur in pain-generating processes. Measuring changes in the local density of receptors, ion channels, mediators, and inflammatory/immune cells that are involved in the painful phenotype using targeted, highly sensitive, and specific positron emission tomography (PET) radiotracers is therefore a promising approach toward objectively identifying peripheral pain generators. Although several preclinical radiotracer candidates are being developed, a growing number of ongoing clinical PET imaging approaches can measure the degree of target concentration and thus serve as a readout for sites of pain generation. Further, when PET is combined with the spatial and contrast resolution afforded by magnetic resonance imaging, nuclear medicine physicians and radiologists can potentially identify pain drivers with greater accuracy and confidence. Clinical PET imaging approaches with fluorine-18 fluorodeoxyglucose, fluorine-18 sodium fluoride, and sigma-1 receptor PET radioligand and translocator protein radioligands to isolate the source of pain are described here.


Asunto(s)
Dolor Musculoesquelético/diagnóstico por imagen , Dolor Musculoesquelético/etiología , Tomografía de Emisión de Positrones/métodos , Fluorodesoxiglucosa F18 , Humanos , Aumento de la Imagen/métodos , Interpretación de Imagen Asistida por Computador/métodos , Radiofármacos
6.
Clin J Sport Med ; 30(1): e11-e14, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-30908328

RESUMEN

A 61-year-old man presented with chronic dorsal foot pain of 9 years that worsened with ambulation. Conventional diagnostic imaging and medical workup were unrevealing, and ankle arthrodesis had been recommended by an orthopedic surgeon for pain relief. Instead, the patient participated in a clinical imaging trial designed for identifying pain generators using whole-body fluorodeoxyglucose (18F-FDG) positron emission tomography/magnetic resonance imaging (PET/MRI). The scan revealed not only high 18F-FDG uptake at the site of pain, but also a hematoma and an inflamed, fibrotic, ruptured plantaris muscle. The fibrotic plantaris likely altered biomechanics with walking, explaining why symptoms worsened with activity. A simple tenotomy of the plantaris tendon was performed to decouple ankle movement from the plantaris injury, resulting in pain relief. This case illustrates the potential of whole-body 18F-FDG PET/MRI to better localize pain generators.


Asunto(s)
Dolor Crónico/etiología , Pie/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Tomografía de Emisión de Positrones/métodos , Tendinopatía/diagnóstico por imagen , Tendinopatía/cirugía , Tenotomía , Imagen de Cuerpo Entero , Fluorodesoxiglucosa F18 , Humanos , Masculino , Persona de Mediana Edad , Músculo Esquelético/diagnóstico por imagen
7.
J Neuroinflammation ; 15(1): 55, 2018 Feb 22.
Artículo en Inglés | MEDLINE | ID: mdl-29471880

RESUMEN

BACKGROUND: The cystine/glutamate antiporter (xc-) has been implicated in several neurological disorders and, specifically, in multiple sclerosis (MS) as a mediator of glutamate excitotoxicity and proinflammatory immune responses. We aimed to evaluate an xc-specific positron emission tomography (PET) radiotracer, (4S)-4-(3-[18F]fluoropropyl)-L-glutamate ([18F]FSPG), for its ability to allow non-invasive monitoring of xc- activity in a mouse model of MS. METHODS: Experimental autoimmune encephalomyelitis (EAE) was induced in C57BL/6 mice by subcutaneous injection of myelin oligodendrocyte glycoprotein (MOG35-55) peptide in complete Freund's adjuvant (CFA) followed by pertussis toxin. Control mice received CFA emulsion and pertussis toxin without MOG peptide, while a separate cohort of naïve mice received no treatment. PET studies were performed to investigate the kinetics and distribution of [18F]FSPG in naïve, control, pre-symptomatic, and symptomatic EAE mice, compared to 18F-fluorodeoxyglucose ([18F]FDG). After final PET scans, each mouse was perfused and radioactivity in dissected tissues was measured using a gamma counter. Central nervous system (CNS) tissues were further analyzed using ex vivo autoradiography or western blot. [18F]FSPG uptake in human monocytes, and T cells pre- and post-activation was investigated in vitro. RESULTS: [18F]FSPG was found to be more sensitive than [18F]FDG at detecting pathological changes in the spinal cord and brain of EAE mice. Even before clinical signs of disease, a small but significant increase in [18F]FSPG signal was observed in the spinal cord of EAE mice compared to controls. This increase in PET signal became more pronounced in symptomatic EAE mice and was confirmed by ex vivo biodistribution and autoradiography. Likewise, in the brain of symptomatic EAE mice, [18F]FSPG uptake was significantly higher than controls, with the largest changes observed in the cerebellum. Western blot analyses of CNS tissues revealed a significant correlation between light chain of xc- (xCT) protein levels, the subunit of xc- credited with its transporter activity, and [18F]FSPG-PET signal. In vitro [18F]FSPG uptake studies suggest that both activated monocytes and T cells contribute to the observed in vivo PET signal. CONCLUSION: These data highlight the promise of [18F]FSPG-PET as a technique to provide insights into neuroimmune interactions in MS and the in vivo role of xc- in the development and progression of this disease, thus warranting further investigation.


Asunto(s)
Sistemas de Transporte de Aminoácidos Acídicos/metabolismo , Encefalomielitis Autoinmune Experimental/diagnóstico por imagen , Encefalomielitis Autoinmune Experimental/metabolismo , Radioisótopos de Flúor/metabolismo , Glutamatos/metabolismo , Tomografía de Emisión de Positrones/métodos , Animales , Células Cultivadas , Fluorodesoxiglucosa F18/metabolismo , Humanos , Leucocitos Mononucleares/metabolismo , Ratones , Ratones Endogámicos C57BL , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/metabolismo
8.
Muscle Nerve ; 57(3): 494-498, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29211916

RESUMEN

INTRODUCTION: Evaluation of the nerve fascicular structure can be useful in diagnosing nerve damage, but it is a very challenging task with 3T MRI because of limited resolution. In this pilot study, we present the feasibility of high-resolution 7T MRI for examining the nerve fascicular structure. METHODS: A 3-dimensional (3D) gradient-spoiled sequence was used for imaging peripheral nerves in extremities. Images acquired with different in-plane resolutions (0.42 × 0.42 mm vs. 0.12 × 0.12 mm), and different main field strengths (7T vs. 3T) were compared. RESULTS: The individual nerve fascicles were identified at 0.12 × 0.12 mm resolution in both field strengths but not at 0.42 × 0.42 mm resolution. The fascicular structure was more sharply depicted in 7T images than in 3T images. DISCUSSION: High-resolution 3D imaging with 7T MRI demonstrated feasibility for imaging nerve fascicular structures. Muscle Nerve 57: 494-498, 2018.


Asunto(s)
Imagen por Resonancia Magnética/métodos , Nervios Periféricos/diagnóstico por imagen , Nervio Tibial/diagnóstico por imagen , Estudios de Factibilidad , Humanos , Imagenología Tridimensional , Proyectos Piloto
10.
Semin Musculoskelet Radiol ; 19(2): 103-11, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-25764234

RESUMEN

Molecular and cellular imaging of neuropathic pain, utilizing the myriad of receptors and inflammatory mediators involved in nociceptive activity, is a promising approach toward objectively identifying peripheral pain generators. Neuropathic conditions arise from injured and inflamed nerves, which have been shown to elaborate several molecular and cellular elements that give rise to the neuropathic phenotype and can be exploited for imaging purposes. As such, in vivo approaches to image neuropathic pain mechanisms include imaging voltage-gated sodium channels with radiolabeled saxitoxin, calcium signaling with manganese-enhanced magnetic resonance imaging, and inflammatory changes and nerve metabolism with (18)F-fluorodeoxyglucose. Imaging approaches exploiting other mediators of nociceptive activity, such as substance P (neurokinin-1) receptor, sigma-1 receptor, and macrophages, have shown promising early advances in animal models. By combining the sensitivity and specificity of molecular imaging with the high anatomical, spatial and contrast resolution afforded by computed tomography and MRI, radiologists can potentially identify sites of nerve injury or neuroinflammation that are implicated as peripheral pain drivers with greater accuracy and confidence. In addition to guiding therapy, these approaches will aid in new drug designs for analgesia and more individualized treatment options.


Asunto(s)
Imagen por Resonancia Magnética/métodos , Neuralgia/diagnóstico , Neuralgia/fisiopatología , Nervios Periféricos/patología , Enfermedades del Sistema Nervioso Periférico/diagnóstico , Tomografía de Emisión de Positrones/métodos , Medios de Contraste , Humanos , Aumento de la Imagen/métodos , Interpretación de Imagen Asistida por Computador/métodos , Mediadores de Inflamación/análisis , Canales Iónicos/metabolismo
11.
J Am Chem Soc ; 135(48): 18012-5, 2013 Dec 04.
Artículo en Inglés | MEDLINE | ID: mdl-24261833

RESUMEN

Both chronic and neuropathic pain conditions are associated with increased expression of certain voltage-gated sodium ion channel (NaV) isoforms in peripheral sensory neurons. A method for noninvasive imaging of these channels could represent a powerful tool for investigating aberrant expression of NaV and its role in pain pathogenesis. Herein, we describe the synthesis and evaluation of a positron emission tomography (PET) radiotracer targeting NaVs, the design of which is based on the potent, NaV-selective inhibitor saxitoxin. Both autoradiography analysis of sciatic nerves excised from injured rats as well as whole animal PET-MR imaging demonstrate that a systemically administered [(18)F]-labeled saxitoxin derivative concentrates at the site of nerve injury, consistent with upregulated sodium channel expression following axotomy. This type of PET agent has potential use for serial monitoring of channel expression levels at injured nerves throughout wound healing and/or following drug treatment. Such information may be correlated with pain behavioral analyses to help shed light on the complex molecular processes that underlie pain sensation.


Asunto(s)
Neuralgia/diagnóstico , Saxitoxina/análogos & derivados , Nervio Ciático/lesiones , Bloqueadores del Canal de Sodio Activado por Voltaje/química , Canales de Sodio Activados por Voltaje/análisis , Animales , Radioisótopos de Flúor/química , Imagen por Resonancia Magnética , Neuralgia/metabolismo , Tomografía de Emisión de Positrones , Ratas , Saxitoxina/síntesis química , Nervio Ciático/metabolismo , Bloqueadores del Canal de Sodio Activado por Voltaje/síntesis química , Canales de Sodio Activados por Voltaje/metabolismo
12.
AJR Am J Roentgenol ; 201(2): 264-77, 2013 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-23795682

RESUMEN

OBJECTIVE: A review of the innovative role molecular imaging plays in musculoskeletal radiology is provided. Musculoskeletal molecular imaging is under development in four key areas: imaging the activity of osteoblasts and osteoclasts, imaging of molecular and cellular biomarkers of arthritic joint destruction, cellular imaging of osteomyelitis, and imaging generators of musculoskeletal pain. CONCLUSION: Together, these applications suggest that next-generation musculoskeletal radiology will facilitate quantitative visualization of molecular and cellular biomarkers, an advancement that appeared futuristic just a decade ago.


Asunto(s)
Imagen Molecular/tendencias , Enfermedades Musculoesqueléticas/diagnóstico , Biomarcadores , Difusión de Innovaciones , Humanos
13.
J Digit Imaging ; 26(4): 709-13, 2013 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-23053906

RESUMEN

Natural language processing (NLP) techniques to extract data from unstructured text into formal computer representations are valuable for creating robust, scalable methods to mine data in medical documents and radiology reports. As voice recognition (VR) becomes more prevalent in radiology practice, there is opportunity for implementing NLP in real time for decision-support applications such as context-aware information retrieval. For example, as the radiologist dictates a report, an NLP algorithm can extract concepts from the text and retrieve relevant classification or diagnosis criteria or calculate disease probability. NLP can work in parallel with VR to potentially facilitate evidence-based reporting (for example, automatically retrieving the Bosniak classification when the radiologist describes a kidney cyst). For these reasons, we developed and validated an NLP system which extracts fracture and anatomy concepts from unstructured text and retrieves relevant bone fracture knowledge. We implement our NLP in an HTML5 web application to demonstrate a proof-of-concept feedback NLP system which retrieves bone fracture knowledge in real time.


Asunto(s)
Fracturas Óseas/diagnóstico , Almacenamiento y Recuperación de la Información/métodos , Sistemas de Registros Médicos Computarizados , Procesamiento de Lenguaje Natural , Sistemas de Información Radiológica , Humanos , Reproducibilidad de los Resultados , Estudios Retrospectivos
14.
Sci Rep ; 13(1): 14762, 2023 09 07.
Artículo en Inglés | MEDLINE | ID: mdl-37679500

RESUMEN

Sigma-1 Receptor has been shown to localize to sites of peripheral nerve injury and back pain. Radioligand probes have been developed to localize Sigma-1 Receptor and thus image pain source. However, in non-pain conditions, Sigma-1 Receptor expression has also been demonstrated in the central nervous system and dorsal root ganglion. This work aimed to study Sigma-1 Receptor expression in a microglial cell population in the lumbar spine following peripheral nerve injury. A publicly available transcriptomic dataset of 102,691 L4/5 mouse microglial cells from a sciatic-sural nerve spared nerve injury model and 93,027 age and sex matched cells from a sham model was used. At each of three time points-postoperative day 3, postoperative day 14, and postoperative month 5-gene expression data was recorded for both spared nerve injury and Sham cell groups. For all cells, 27,998 genes were sequenced. All cells were clustered into 12 distinct subclusters and gene set enrichment pathway analysis was performed. For both the spared nerve injury and Sham groups, Sigma-1 Receptor expression significantly decreased at each time point following surgery. At the 5-month postoperative time point, only one of twelve subclusters showed significantly increased Sigma-1 Receptor expression in spared nerve injury cells as compared to Sham cells (p = 0.0064). Pathway analysis of this cluster showed a significantly increased expression of the inflammatory response pathway in the spared nerve injury cells relative to Sham cells at the 5-month time point (p = 6.74e-05). A distinct subcluster of L4/5 microglia was identified which overexpress Sigma-1 Receptor following peripheral nerve injury consistent with neuropathic pain inflammatory response functioning. This indicates that upregulated Sigma-1 Receptor in the central nervous system characterizes post-acute peripheral nerve injury and may be further developed for clinical use in the differentiation between low back pain secondary to peripheral nerve injury and low back pain not associated with peripheral nerve injury in cases where the pain cannot be localized.


Asunto(s)
Dolor de la Región Lumbar , Traumatismos de los Nervios Periféricos , Animales , Ratones , Traumatismos de los Nervios Periféricos/genética , Microglía , Médula Espinal , Receptor Sigma-1
15.
Mol Pain ; 8: 49, 2012 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-22742763

RESUMEN

BACKGROUND: Minocycline has proven anti-nociceptive effects, but the mechanism by which minocycline delays the development of allodynia and hyperalgesia after peripheral nerve injury remains unclear. Inflammatory cells, in particular macrophages, are critical components of the response to nerve injury. Using ultrasmall superparamagnetic iron oxide-magnetic resonance imaging (USPIO-MRI) to monitor macrophage trafficking, the purpose of this project is to determine whether minocycline modulates macrophage trafficking to the site of nerve injury in vivo and, in turn, results in altered pain thresholds. RESULTS: Animal experiments were approved by Stanford IACUC. A model of neuropathic pain was created using the Spared Nerve Injury (SNI) model that involves ligation of the left sciatic nerve in the left thigh of adult Sprague-Dawley rats. Animals with SNI and uninjured animals were then injected with/without USPIOs (300 µmol/kg i.v.) and with/without minocycline (50 mg/kg i.p.). Bilateral sciatic nerves were scanned with a volume coil in a 7 T magnet 7 days after USPIO administration. Fluid-sensitive MR images were obtained, and ROIs were placed on bilateral sciatic nerves to quantify signal intensity. Pain behavior modulation by minocycline was measured using the Von Frey filament test. Sciatic nerves were ultimately harvested at day 7, fixed in 10% buffered formalin and stained for the presence of iron oxide-laden macrophages. Behavioral measurements confirmed the presence of allodynia in the neuropathic pain model while the uninjured and minocycline-treated injured group had significantly higher paw withdrawal thresholds (p < 0.011). Decreased MR signal is observed in the SNI group that received USPIOs (3.3+/-0.5%) compared to the minocycline-treated SNI group that received USPIOs (15.2+/-4.5%) and minocycline-treated group that did not receive USPIOs (41.2+/-2.3%) (p < 0.04). Histology of harvested sciatic nerve specimens confirmed the presence USPIOs at the nerve injury site in the SNI group without minocycline treatment. CONCLUSION: Animals with neuropathic pain in the left hindpaw show increased trafficking of USPIO-laden macrophages to the site of sciatic nerve injury. Minocycline to retards the migration of macrophages to the nerve injury site, which may partly explain its anti-nociceptive effects. USPIO-MRI is an effective in vivo imaging tool to study the role of macrophages in the development of neuropathic pain.


Asunto(s)
Movimiento Celular , Dextranos , Macrófagos/patología , Imagen por Resonancia Magnética , Nanopartículas de Magnetita , Minociclina/uso terapéutico , Traumatismos de los Nervios Periféricos/tratamiento farmacológico , Traumatismos de los Nervios Periféricos/patología , Animales , Movimiento Celular/efectos de los fármacos , Hiperalgesia/tratamiento farmacológico , Hiperalgesia/etiología , Hiperalgesia/patología , Hiperalgesia/prevención & control , Hierro/metabolismo , Macrófagos/efectos de los fármacos , Minociclina/administración & dosificación , Minociclina/farmacología , Traumatismos de los Nervios Periféricos/complicaciones , Ratas , Ratas Sprague-Dawley , Nervio Ciático/efectos de los fármacos , Nervio Ciático/lesiones , Nervio Ciático/patología
16.
NMR Biomed ; 25(4): 563-9, 2012 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-22447731

RESUMEN

The ability of divalent manganese to enter neurons via calcium channels makes manganese an excellent MRI contrast agent for the imaging of nociception, the afferent neuronal encoding of pain perception. There is growing evidence that nociceptive neurons possess increased expression and activity of calcium channels, which would allow for the selective accumulation of manganese at these sites. In this study, we show that oral manganese chloride leads to increased enhancement of peripheral nerves involved in nociception on T(1)-weighted MRI. Oral rather than intravenous administration was chosen for its potentially better safety profile, making it a better candidate for clinical translation with important applications, such as pain diagnosis, therapy and research. The spared nerve injury (SNI) model of neuropathic pain was used for the purposes of this study. SNI rats were given, sequentially, increasing amounts of manganese chloride (lowest, 2.29 mg/100 g weight; highest, 20.6 mg/100 g weight) with alanine and vitamin D(3) by oral gavage. Compared with controls, SNI rats demonstrated increased signal-to-background ratios on T(1)-weighted fast spin echo MRI, which was confirmed by and correlated strongly with spectrometry measurements of nerve manganese concentration. We also found the difference between SNI and control rats to be greater at 48 h than at 24 h after dosing, indicating increased manganese retention in addition to increased manganese uptake in nociceptive nerves. This study demonstrates that oral manganese is a viable method for the imaging of nerves associated with increased nociceptive activity.


Asunto(s)
Cloruros/administración & dosificación , Imagen por Resonancia Magnética/métodos , Compuestos de Manganeso/administración & dosificación , Neuralgia/diagnóstico , Neuralgia/fisiopatología , Nocicepción , Administración Oral , Animales , Medios de Contraste/administración & dosificación , Masculino , Ratas , Ratas Sprague-Dawley , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
17.
Neuro Oncol ; 24(4): 601-609, 2022 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-34487172

RESUMEN

BACKGROUND: Non-invasive differentiation between schwannomas and neurofibromas is important for appropriate management, preoperative counseling, and surgical planning, but has proven difficult using conventional imaging. The objective of this study was to develop and evaluate machine learning approaches for differentiating peripheral schwannomas from neurofibromas. METHODS: We assembled a cohort of schwannomas and neurofibromas from 3 independent institutions and extracted high-dimensional radiomic features from gadolinium-enhanced, T1-weighted MRI using the PyRadiomics package on Quantitative Imaging Feature Pipeline. Age, sex, neurogenetic syndrome, spontaneous pain, and motor deficit were recorded. We evaluated the performance of 6 radiomics-based classifier models with and without clinical features and compared model performance against human expert evaluators. RESULTS: One hundred and seven schwannomas and 59 neurofibromas were included. The primary models included both clinical and imaging data. The accuracy of the human evaluators (0.765) did not significantly exceed the no-information rate (NIR), whereas the Support Vector Machine (0.929), Logistic Regression (0.929), and Random Forest (0.905) classifiers exceeded the NIR. Using the method of DeLong, the AUCs for the Logistic Regression (AUC = 0.923) and K Nearest Neighbor (AUC = 0.923) classifiers were significantly greater than the human evaluators (AUC = 0.766; p = 0.041). CONCLUSIONS: The radiomics-based classifiers developed here proved to be more accurate and had a higher AUC on the ROC curve than expert human evaluators. This demonstrates that radiomics using routine MRI sequences and clinical features can aid in differentiation of peripheral schwannomas and neurofibromas.


Asunto(s)
Neurilemoma , Neurofibroma , Humanos , Aprendizaje Automático , Imagen por Resonancia Magnética/métodos , Neurilemoma/diagnóstico por imagen , Neurofibroma/diagnóstico por imagen , Estudios Retrospectivos
18.
Clin Orthop Relat Res ; 469(1): 113-22, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-21042895

RESUMEN

BACKGROUND: Aseptic loosening and periprosthetic osteolysis resulting from wear debris are major complications of total joint arthroplasty. Monocyte/macrophages are the key cells related to osteolysis at the bone-implant interface of joint arthroplasties. Whether the monocyte/macrophages found at the implant interface in the presence of polyethylene particles are locally or systemically derived is unknown. QUESTIONS/PURPOSES: We therefore asked (1) whether macrophages associated with polyethylene particle-induced chronic inflammation are recruited locally or systemically and (2) whether the recruited macrophages are associated with enhanced osteolysis locally. METHODS: Noninvasive in vivo imaging techniques (bioluminescence and microCT) were used to investigate initial macrophage migration systemically from a remote injection site to polyethylene wear particles continuously infused into the femoral canal. We used histologic and immunohistologic staining to confirm localization of migrated macrophages to the polyethylene particle-treated femoral canals and monitor cellular markers of bone remodeling. RESULTS: The values for bioluminescence were increased for animals receiving UHMWPE particles compared with the group in which the carrier saline was infused. At Day 8, the ratio of bioluminescence (operated femur divided by nonoperated contralateral femur of each animal) for the UHMWPE group was 13.95 ± 5.65, whereas the ratio for the saline group was 2.60 ± 1.14. Immunohistologic analysis demonstrated the presence of reporter macrophages in the UHMWPE particle-implanted femora only. MicroCT scans showed the bone mineral density for the group with both UHMWPE particles and macrophage was lower than the control groups. CONCLUSIONS: Infusion of clinically relevant polyethylene particles, similar to the human scenario, stimulated systemic migration of remotely injected macrophages and local net bone resorption.


Asunto(s)
Movimiento Celular/efectos de los fármacos , Fémur/efectos de los fármacos , Macrófagos/efectos de los fármacos , Osteólisis/inducido químicamente , Polietilenos/administración & dosificación , Animales , Artroplastia de Reemplazo/efectos adversos , Artroplastia de Reemplazo/instrumentación , Densidad Ósea/efectos de los fármacos , Línea Celular , Fémur/diagnóstico por imagen , Fémur/inmunología , Inmunohistoquímica , Bombas de Infusión Implantables , Prótesis Articulares , Proteínas Luminiscentes/biosíntesis , Proteínas Luminiscentes/genética , Macrófagos/inmunología , Macrófagos/metabolismo , Macrófagos/trasplante , Masculino , Ratones , Ratones Desnudos , Osteólisis/diagnóstico por imagen , Osteólisis/inmunología , Tamaño de la Partícula , Polietilenos/toxicidad , Diseño de Prótesis , Factores de Tiempo , Transfección , Microtomografía por Rayos X
19.
Sci Rep ; 11(1): 15926, 2021 08 05.
Artículo en Inglés | MEDLINE | ID: mdl-34354104

RESUMEN

A combination of magnetic resonance imaging (MRI), computed tomography (CT), and radionuclide cisternography are typically used to locate a cerebrospinal fluid (CSF) leak. However, the site of leakage cannot be determined, making treatment more difficult. Therefore, more sensitive imaging tools are needed. A whole-body [18F]fluorodeoxyglucose (FDG) positron emission tomography (PET)/MRI was conducted on six patients with suspected CSF leak and the resulting images were reviewed in comparison with those from six healthy controls. Paraspinal regions of focally increased uptake of [18F]FDG were quantified using maximum standardized uptake values (SUVmax) and compared to the SUVmax of corresponding regions in the healthy controls. All six patients with suspected CSF leak showed paraspinal regions of significantly greater [18F]FDG uptake compared to the corresponding areas in controls (P < 0.05). Two patients treated with local injections (epidural blood patches and/or epidural fibrin patches) on the site of abnormal PET/MRI findings reported temporary but significant improvement in symptoms. Our results suggest [18F]FDG PET/MRI is sensitive to abnormalities potentially due to suspected CSF leak, which are not necessarily visible on conventional MRI alone or by the standard-of-care imaging methods.


Asunto(s)
Pérdida de Líquido Cefalorraquídeo/diagnóstico por imagen , Músculos Paraespinales/diagnóstico por imagen , Imagen de Cuerpo Entero/métodos , Adulto , Femenino , Fluorodesoxiglucosa F18 , Humanos , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Tomografía de Emisión de Positrones/métodos , Tomografía Computarizada por Rayos X
20.
Front Pain Res (Lausanne) ; 2: 711748, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-35295458

RESUMEN

Introduction: Chronic pelvic pain is a highly prevalent pain condition among women, but identifying the exact cause of pelvic pain remains a significant diagnostic challenge. In this study, we explored a new diagnostic approach with PET/MRI of the sigma-1 receptor, a chaperone protein modulating ion channels for activating nociceptive processes. Methods: Our approach is implemented by a simultaneous PET/MRI scan with a novel radioligand [18F]FTC-146, which is highly specific to the sigma-1 receptor. We recruited 5 chronic pelvic pain patients and 5 healthy volunteers and compared our PET/MRI findings between these two groups. Results: All five patients showed abnormally increased radioligand uptake on PET compared to healthy controls at various organs, including the uterus, vagina, pelvic bowel, gluteus maximus muscle, and liver. However, on MRI, only 2 patients showed abnormalities that could be potentially associated with the pain symptoms. For a subset of patients, the association of pain and the abnormally increased radioligand uptake was further validated by successful pain relief outcomes following surgery or trigger point injections to the identified abnormalities. Conclusion: In this preliminary study, sigma-1 receptor PET/MRI demonstrated potential for identifying abnormalities associated with chronic pelvic pain. Future studies will need to correlate samples with imaging findings to further validate the correlation between S1R distribution and pathologies of chronic pelvic pain. Trial Registration: The clinical trial registration date is June 2, 2018, and the registration number of the study is NCT03195270 (https://clinicaltrials.gov/ct2/show/NCT03556137).

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