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1.
Radiol Imaging Cancer ; 5(4): e220138, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37389448

RESUMO

Purpose To examine the association between hypoxia and programmed cell death ligand 1 (PD-L1) expression using bioluminescence imaging (BLI) and PET/MRI in a syngeneic mouse model of triple-negative breast cancer (TNBC). Materials and Methods PET/MRI and optical imaging were used to determine the role of hypoxia in altering PD-L1 expression using a syngeneic TNBC model engineered to express luciferase under hypoxia. Results Imaging showed a close spatial association between areas of hypoxia and increased PD-L1 expression in the syngeneic murine (4T1) tumor model. Mouse and human TNBC cells exposed to hypoxia exhibited a significant increase in PD-L1 expression, consistent with the in vivo imaging data. The role of hypoxia in increasing PD-L1 expression was further confirmed by using The Cancer Genome Atlas analyses of different human TNBCs. Conclusion These results have identified the potential role of hypoxia in contributing to PD-L1 heterogeneity in tumors by increasing cancer cell PD-L1 expression. Keywords: Hypoxia, PD-L1, Triple-Negative Breast Cancer, PET/MRI, Bioluminescence Imaging Supplemental material is available for this article. © RSNA, 2023.


Assuntos
Neoplasias de Mama Triplo Negativas , Humanos , Animais , Camundongos , Neoplasias de Mama Triplo Negativas/diagnóstico por imagem , Neoplasias de Mama Triplo Negativas/genética , Antígeno B7-H1/genética , Ligantes , Imageamento por Ressonância Magnética , Tomografia por Emissão de Pósitrons , Hipóxia , Apoptose
2.
Br J Clin Pharmacol ; 88(4): 1655-1666, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34240449

RESUMO

AIM: Cabotegravir long-acting (LA) intramuscular (IM) injection is being investigated for HIV preexposure prophylaxis due to its potent antiretroviral activity and infrequent dosing requirement. A subset of healthy adult volunteers participating in a Phase I study assessing cabotegravir tissue pharmacokinetics underwent serial magnetic resonance imaging (MRI) to assess drug depot localization and kinetics following a single cabotegravir LA IM targeted injection. METHODS: Eight participants (four men, four women) were administered cabotegravir LA 600 mg under ultrasonographic-guided injection targeting the gluteal muscles. MRI was performed to determine injection-site location in gluteal muscle (IM), subcutaneous (SC) adipose tissue and combined IM/SC compartments, and to quantify drug depot characteristics, including volume and surface area, on Days 1 (≤2 hours postinjection), 3 and 8. Linear regression analysis examined correlations between MRI-derived parameters and plasma cabotegravir exposure metrics, including maximum observed concentration (Cmax ) and partial area under the concentration-time curve (AUC) through Weeks 4 and 8. RESULTS: Cabotegravir LA depot locations varied by participant and were identified in the IM compartment (n = 2), combined IM/SC compartments (n = 4), SC compartment (n = 1) and retroperitoneal cavity (n = 1). Although several MRI parameter and exposure metric correlations were determined, total depot surface area on Day 1 strongly correlated with plasma cabotegravir concentration at Days 3 and 8, Cmax and partial AUC through Weeks 4 and 8. CONCLUSION: MRI clearly delineated cabotegravir LA injection-site location and depot kinetics in healthy adults. Although injection-site variability was observed, drug depot surface area correlated with both plasma Cmax and partial AUC independently of anatomical distribution.


Assuntos
Fármacos Anti-HIV , Infecções por HIV , Imageamento por Ressonância Magnética Multiparamétrica , Adulto , Dicetopiperazinas , Feminino , Infecções por HIV/tratamento farmacológico , Humanos , Injeções Intramusculares , Cinética , Masculino , Piridonas , Voluntários
3.
J Magn Reson Imaging ; 55(6): 1745-1758, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-34767682

RESUMO

BACKGROUND: Diffusion-weighted imaging (DWI) is commonly used to detect prostate cancer, and a major clinical challenge is differentiating aggressive from indolent disease. PURPOSE: To compare 14 site-specific parametric fitting implementations applied to the same dataset of whole-mount pathologically validated DWI to test the hypothesis that cancer differentiation varies with different fitting algorithms. STUDY TYPE: Prospective. POPULATION: Thirty-three patients prospectively imaged prior to prostatectomy. FIELD STRENGTH/SEQUENCE: 3 T, field-of-view optimized and constrained undistorted single-shot DWI sequence. ASSESSMENT: Datasets, including a noise-free digital reference object (DRO), were distributed to the 14 teams, where locally implemented DWI parameter maps were calculated, including mono-exponential apparent diffusion coefficient (MEADC), kurtosis (K), diffusion kurtosis (DK), bi-exponential diffusion (BID), pseudo-diffusion (BID*), and perfusion fraction (F). The resulting parametric maps were centrally analyzed, where differentiation of benign from cancerous tissue was compared between DWI parameters and the fitting algorithms with a receiver operating characteristic area under the curve (ROC AUC). STATISTICAL TEST: Levene's test, P < 0.05 corrected for multiple comparisons was considered statistically significant. RESULTS: The DRO results indicated minimal discordance between sites. Comparison across sites indicated that K, DK, and MEADC had significantly higher prostate cancer detection capability (AUC range = 0.72-0.76, 0.76-0.81, and 0.76-0.80 respectively) as compared to bi-exponential parameters (BID, BID*, F) which had lower AUC and greater between site variation (AUC range = 0.53-0.80, 0.51-0.81, and 0.52-0.80 respectively). Post-processing parameters also affected the resulting AUC, moving from, for example, 0.75 to 0.87 for MEADC varying cluster size. DATA CONCLUSION: We found that conventional diffusion models had consistent performance at differentiating prostate cancer from benign tissue. Our results also indicated that post-processing decisions on DWI data can affect sensitivity and specificity when applied to radiological-pathological studies in prostate cancer. LEVEL OF EVIDENCE: 1 TECHNICAL EFFICACY: Stage 3.


Assuntos
Imagem de Difusão por Ressonância Magnética , Neoplasias da Próstata , Imagem de Difusão por Ressonância Magnética/métodos , Humanos , Masculino , Estudos Prospectivos , Neoplasias da Próstata/diagnóstico por imagem , Curva ROC , Estudos Retrospectivos , Sensibilidade e Especificidade
4.
Ann Otol Rhinol Laryngol ; 129(5): 441-447, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-31822113

RESUMO

INTRODUCTION: Ethmoid sinus anatomy is so variable it has been referred to as a "labyrinth." Accordingly, this provides a challenge for surgeons performing ethmoidectomy. Identifying consistent anatomic features or landmarks within the ethmoid sinus can aid surgeons performing sinus surgery. The goal of this investigation was to determine if subtle anatomic features are consistently present within the retrobullar recess and could potentially serve as a reliable landmark for surgeons performing ethmoid surgery. MATERIALS AND METHODS: Ethmoid sinus anatomy was studied in 60 sinonasal complexes through several methods including gross anatomic dissection, endoscopic dissection and 3-D CT stereoscopic imaging. RESULTS: Review of gross sagittal sinonasal specimens revealed that the retrobullar recess was present in all specimens and a tissue bridge was noted emanating from the basal lamella deep within the retrobullar recess in 23/24 gross sagittal specimens; in 1/24 specimens it was quite small or difficult to appreciate. In the radiographic analysis, the tissue bridge was noted in 17/18, in 1/18 it was not appreciated. In the endoscopic dissections it was noted in 17/18, in 1/18 it was small or not appreciated. CONCLUSION: The small tissue bridge, or ponticulus within the retrobulbar recess was seen in nearly all ethmoid sinuses studied leading us to venture that could be used in surgery to orient surgical dissection through the basal lamella into the posterior ethmoid region.


Assuntos
Pontos de Referência Anatômicos , Endoscopia/métodos , Seio Etmoidal/cirurgia , Procedimentos Cirúrgicos Otorrinolaringológicos/métodos , Cadáver , Seio Etmoidal/diagnóstico por imagem , Humanos , Imageamento Tridimensional , Tomografia Computadorizada por Raios X/métodos
5.
J Cardiovasc Magn Reson ; 21(1): 49, 2019 08 12.
Artigo em Inglês | MEDLINE | ID: mdl-31401975

RESUMO

BACKGROUND: The heart's energy demand per gram of tissue is the body's highest and creatine kinase (CK) metabolism, its primary energy reserve, is compromised in common heart diseases. Here, neural-network analysis is used to test whether noninvasive phosphorus (31P) cardiovascular magnetic resonance spectroscopy (CMRS) measurements of cardiac adenosine triphosphate (ATP) energy, phosphocreatine (PCr), the first-order CK reaction rate kf, and the rate of ATP synthesis through CK (CK flux), can predict specific human heart disease and clinical severity. METHODS: The data comprised the extant 178 complete sets of PCr and ATP concentrations, kf, and CK flux data from human CMRS studies performed on clinical 1.5 and 3 Tesla scanners. Healthy subjects and patients with nonischemic cardiomyopathy, dilated (DCM) or hypertrophic disease, New York Heart Association (NYHA) class I-IV heart failure (HF), or with anterior myocardial infarction are included. Three-layer neural-networks were created to classify disease and to differentiate DCM, hypertrophy and clinical NYHA class in HF patients using leave-one-out training. Network performance was assessed using 'confusion matrices' and 'area-under-the-curve' (AUC) analyses of 'receiver operating curves'. Possible methodological bias and network imbalance were tested by segregating 1.5 and 3 Tesla data, and by data augmentation by random interpolation of nearest neighbors, respectively. RESULTS: The network differentiated healthy, HF and non-HF cardiac disease with an overall accuracy of 84% and AUC > 90% for each category using the four CK metabolic parameters, alone. HF patients with DCM, hypertrophy, and different NYHA severity were differentiated with ~ 80% overall accuracy independent of CMRS methodology. CONCLUSIONS: While sample-size was limited in some sub-classes, a neural network classifier applied to noninvasive cardiac 31P CMRS data, could serve as a metabolic biomarker for common disease types and HF severity with clinically-relevant accuracy. Moreover, the network's ability to individually classify disease and HF severity using CK metabolism alone, implies an intimate relationship between CK metabolism and disease, with subtle underlying phenotypic differences that enable their differentiation. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT00181259.


Assuntos
Creatina Quinase/metabolismo , Metabolismo Energético , Cardiopatias/diagnóstico , Aprendizado de Máquina , Espectroscopia de Ressonância Magnética , Miocárdio/enzimologia , Redes Neurais de Computação , Trifosfato de Adenosina/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/sangue , Feminino , Cardiopatias/classificação , Cardiopatias/enzimologia , Humanos , Cinética , Masculino , Pessoa de Meia-Idade , Fosfocreatina/metabolismo , Isótopos de Fósforo , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Índice de Gravidade de Doença , Adulto Jovem
6.
J Neurointerv Surg ; 11(8): e3, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31123186

RESUMO

Patients suffering from malignant brain tumors are burdened with a grim prognosis. The blood brain barrier is considered a primary obstacle in therapeutic drug delivery to the brain. Intra-arterial (IA) delivery of therapeutic agents following osmotic BBB opening has been attempted for years, but high variability has limited its widespread implementation. It has been recently shown in animal studies that MRI is superior to X-ray for guiding IA infusions, as it allows direct visualization of the brain parenchyma perfused and facilitates predictable drug targeting. Moreover, PET imaging has revealed that IA, not intravenous, delivery of bevacizumab results in brain accumulation, providing strong rationale for utilizing the IA route. Here, we present our experience in a patient with recurrent butterfly glioblastoma enrolled in first-in-man MRI-guided neurointervention for targeted IA drug delivery.


Assuntos
Bevacizumab/administração & dosagem , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/tratamento farmacológico , Glioblastoma/diagnóstico por imagem , Glioblastoma/tratamento farmacológico , Imageamento por Ressonância Magnética/métodos , Angiografia Digital/métodos , Antineoplásicos Imunológicos/administração & dosagem , Barreira Hematoencefálica/diagnóstico por imagem , Barreira Hematoencefálica/efeitos dos fármacos , Sistemas de Liberação de Medicamentos/métodos , Humanos , Infusões Intra-Arteriais/métodos , Injeções Intra-Arteriais , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/diagnóstico por imagem , Recidiva Local de Neoplasia/tratamento farmacológico
7.
Stem Cells Int ; 2019: 9732319, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31001343

RESUMO

Stem cell therapies, although promising for treating peripheral arterial disease (PAD), often suffer from low engraftment rates and the inability to confirm the delivery success and track cell distribution and engraftment. Stem cell microencapsulation combined with imaging contrast agents may provide a means to simultaneously enhance cell survival and enable cell tracking with noninvasive imaging. Here, we have evaluated a novel MRI- and X-ray-visible microcapsule formulation for allogeneic mesenchymal stem cell (MSC) delivery and tracking in a large animal model. Bone marrow-derived MSCs from male New Zealand White rabbits were encapsulated using a modified cell encapsulation method to incorporate a dual-modality imaging contrast agent, perfluorooctyl bromide (PFOB). PFOB microcapsules (PFOBCaps) were then transplanted into the medial thigh of normal or PAD female rabbits. In vitro MSC viability remained high (79 ± 5% at 4 weeks of postencapsulation), and as few as two and ten PFOBCaps could be detected in phantoms using clinical C-arm CT and 19F MRI, respectively. Successful injections of PFOBCaps in the medial thigh of normal (n = 15) and PAD (n = 16) rabbits were demonstrated on C-arm CT at 1-14 days of postinjection. Using 19F MRI, transplanted PFOBCaps were clearly identified as "hot spots" and showed one-to-one correspondence to the radiopacities on C-arm CT. Concordance of 19F MRI and C-arm CT locations of PFOBCaps with postmortem locations was high (95%). Immunohistological analysis revealed high MSC survival in PFOBCaps (>56%) two weeks after transplantation while naked MSCs were no longer viable beyond three days after delivery. These findings demonstrate that PFOBCaps could maintain cell viability even in the ischemic tissue and provide a means to monitor cell delivery and track engraftment using clinical noninvasive imaging systems.

8.
Clin Anat ; 32(4): 534-540, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-30719771

RESUMO

Human sinonasal anatomy varies widely between patients, challenging surgeons operating in the sinuses. Ethmoid sinus anatomy is so variable it has been referred to as a labyrinth. Accordingly, reliable, consistent anatomic landmarks aid surgeons operating in this region. The goal of this investigation was to explore our observations and hypothesis that the ethmoidal bulla and the uncinate process are not entirely separate structures but rather attach, and the attachment could potentially provide a landmark for surgeons performing ethmoid and frontal recess surgery. Ethmoid sinus anatomy was studied in 57 sinonasal complexes through a variety of methods including gross anatomic dissection, endoscopic dissection and 3D CT stereoscopic imaging. The uncinate process and ethmoidal bulla were noted to fuse at the superior aspect of the hiatus semilunaris in 57/57 cases, forming a genu-like feature in the anterior ethmoid. This consistent anatomic feature related closely to the frontal sinus drainage pathway, which drained medial to it in 44/57 (77%) cases. The anterior ethmoidal "genu" appears to be an excellent anatomic feature that surgeons can use during ethmoid and frontal recess surgery. High resolution 3D stereoscopic CT scan is capable of demonstrating sinonasal anatomy in a detailed fashion previously only achieved by cadaveric dissection. This technology can potentially allow for a virtual dissection of a patient's anatomy prior to surgery and could improve minimally invasive procedures and reduce complications. Clin. Anat. 32:534-540, 2019. © 2019 Wiley Periodicals, Inc.


Assuntos
Seio Etmoidal/anatomia & histologia , Dissecação , Endoscopia , Seio Etmoidal/cirurgia , Humanos
9.
BMJ Case Rep ; 12(1)2019 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-30679227

RESUMO

Patients with malignant brain tumors have a poor prognosis. The blood-brain barrier (BBB) is considered a primary obstacle in therapeutic drug delivery to the brain. Intra-arterial (IA) delivery of therapeutic agents following osmotic BBB opening has been attempted for years, but high variability has limited its widespread implementation. It has recently been shown in animal studies that MRI is superior to X-ray for guiding IA infusions, as it allows direct visualization of the brain parenchyma supplied by the catheter and facilitates predictable drug targeting. Moreover, PET imaging has shown that IA rather than intravenous delivery of bevacizumab results in accumulation in the brain, providing a strong rationale for using the IA route. We present a patient with recurrent butterfly glioblastoma enrolled in a first-in-man MRI-guided neurointervention for targeted IA drug delivery.


Assuntos
Antineoplásicos Imunológicos/administração & dosagem , Bevacizumab/administração & dosagem , Neoplasias Encefálicas/tratamento farmacológico , Glioblastoma/tratamento farmacológico , Barreira Hematoencefálica/diagnóstico por imagem , Barreira Hematoencefálica/cirurgia , Neoplasias Encefálicas/patologia , Glioblastoma/patologia , Humanos , Imageamento Tridimensional , Infusões Intra-Arteriais/métodos , Angiografia por Ressonância Magnética/métodos , Imagem por Ressonância Magnética Intervencionista/métodos , Pessoa de Meia-Idade
10.
J Urol ; 200(4): 882-889, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-29723567

RESUMO

PURPOSE: Understanding the distinct female anatomy in classic bladder exstrophy is crucial for optimal reconstructive and functional outcomes. We present novel quantitative anatomical data in females with classic bladder exstrophy before primary closure. MATERIALS AND METHODS: 3-Dimensional reconstruction was performed in patients undergoing pelvic magnetic resonance imaging, and pelvic anatomy was characterized, including measurements of the vagina, cervix and erectile bodies. RESULTS: We examined magnetic resonance imaging of 5 females (mean age 5.5 months) with classic bladder exstrophy and 4 age matched controls (mean age 5.8 months). Mean distance between the anal verge and vaginal introitus was greater in patients with classic bladder exstrophy (2.43 cm) than in controls (1.62 cm). Mean total vaginal length in patients with classic bladder exstrophy was half that of controls (1.64 cm vs 3.39 cm). All 4 controls had posterior facing cervical ora, while 4 of 5 females with exstrophy had anterior facing cervical ora located in the anterior vaginal wall. Lateral deviation of the cervical ora was also seen in all 5 patients with classic bladder exstrophy but in only 1 control. Clitoral body length was comparable in both groups (26.2 mm and 28.0 mm). However, the anterior cavernosa-to-posterior (pelvic rami associated) cavernosa ratio was much greater in patients with classic bladder exstrophy (6.4) compared to controls (2.5). CONCLUSIONS: This study uncovers the uniquely novel finding that contrary to their male counterparts, females with classic bladder exstrophy have the majority of the clitoral body anterior to the pelvic attachment. This discovery has surgical and embryological implications.


Assuntos
Extrofia Vesical/diagnóstico por imagem , Extrofia Vesical/cirurgia , Genitália Feminina/diagnóstico por imagem , Imageamento Tridimensional , Imageamento por Ressonância Magnética/métodos , Procedimentos de Cirurgia Plástica/métodos , Estudos de Casos e Controles , Feminino , Genitália Feminina/anatomia & histologia , Humanos , Lactente , Estudos de Amostragem , Sensibilidade e Especificidade
11.
Nucl Med Mol Imaging ; 52(1): 5-15, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-29391907

RESUMO

Numerous methods to segment tumors using 18F-fluorodeoxyglucose positron emission tomography (FDG PET) have been introduced. Metabolic tumor volume (MTV) refers to the metabolically active volume of the tumor segmented using FDG PET, and has been shown to be useful in predicting patient outcome and in assessing treatment response. Also, tumor segmentation using FDG PET has useful applications in radiotherapy treatment planning. Despite extensive research on MTV showing promising results, MTV is not used in standard clinical practice yet, mainly because there is no consensus on the optimal method to segment tumors in FDG PET images. In this review, we discuss currently available methods to measure MTV using FDG PET, and assess the advantages and disadvantages of the methods.

12.
J Med Imaging (Bellingham) ; 5(1): 011003, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29021993

RESUMO

Diffusion weighted MRI has become ubiquitous in many areas of medicine, including cancer diagnosis and treatment response monitoring. Reproducibility of diffusion metrics is essential for their acceptance as quantitative biomarkers in these areas. We examined the variability in the apparent diffusion coefficient (ADC) obtained from both postprocessing software implementations utilized by the NCI Quantitative Imaging Network and online scan time-generated ADC maps. Phantom and in vivo breast studies were evaluated for two ([Formula: see text]) and four ([Formula: see text]) [Formula: see text]-value diffusion metrics. Concordance of the majority of implementations was excellent for both phantom ADC measures and in vivo [Formula: see text], with relative biases [Formula: see text] ([Formula: see text]) and [Formula: see text] (phantom [Formula: see text]) but with higher deviations in ADC at the lowest phantom ADC values. In vivo [Formula: see text] concordance was good, with typical biases of [Formula: see text] to 3% but higher for online maps. Multiple b-value ADC implementations were separated into two groups determined by the fitting algorithm. Intergroup mean ADC differences ranged from negligible for phantom data to 2.8% for [Formula: see text] in vivo data. Some higher deviations were found for individual implementations and online parametric maps. Despite generally good concordance, implementation biases in ADC measures are sometimes significant and may be large enough to be of concern in multisite studies.

13.
J Med Imaging (Bellingham) ; 5(1): 011006, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29134189

RESUMO

This paper reports on results of a multisite collaborative project launched by the MRI subgroup of Quantitative Imaging Network to assess current capability and provide future guidelines for generating a standard parametric diffusion map Digital Imaging and Communication in Medicine (DICOM) in clinical trials that utilize quantitative diffusion-weighted imaging (DWI). Participating sites used a multivendor DWI DICOM dataset of a single phantom to generate parametric maps (PMs) of the apparent diffusion coefficient (ADC) based on two models. The results were evaluated for numerical consistency among models and true phantom ADC values, as well as for consistency of metadata with attributes required by the DICOM standards. This analysis identified missing metadata descriptive of the sources for detected numerical discrepancies among ADC models. Instead of the DICOM PM object, all sites stored ADC maps as DICOM MR objects, generally lacking designated attributes and coded terms for quantitative DWI modeling. Source-image reference, model parameters, ADC units and scale, deemed important for numerical consistency, were either missing or stored using nonstandard conventions. Guided by the identified limitations, the DICOM PM standard has been amended to include coded terms for the relevant diffusion models. Open-source software has been developed to support conversion of site-specific formats into the standard representation.

14.
Am J Nucl Med Mol Imaging ; 8(6): 373-386, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30697457

RESUMO

This study was to validate reliability and clinical utility of a PET tumor segmentation method using multi-level Otsu (MO-PET) in standard National Electrical Manufacturers Association (NEMA) image quality (IQ) phantom and patients with osteosarcoma. The NEMA IQ phantom was prepared with a lesion-to-background ratio (LBR) of either 8:1, 4:1, or 1.5:1. The artificial lesions in the phantom were segmented using MO-PET, gradient-based method (PETedge), relative threshold methods, and background threshold methods. Metabolic tumor volumes (MTVs) using MO-PET and PETedge were named as MTV (MO-PET) and MTV (PETedge), respectively. Among the MTVs using multiple methods, only MTV (MO-PET) and MTV (PETedge) showed excellent agreements with the actual volume of NEMA IQ phantom across the different LBRs (intraclass correlation coefficient, ICC = 0.987, 0.985 in LBR 8:1, 0.981, 0.993 in LBR 4:1 and 0.947, 0.994 in LBR 1.5:1). Repeated measurements of MTV (MO-PET) of the primary tumors showed excellent reproducibility with ICC of 0.994 (0.989-0.997) in patients with osteosarcoma. Also, MTV (MO-PET) was found to be predictive of Event Free Survival (EFS) [Hazard ratio (95% CI) = 6.1 (2.1-17.2), log rank P = 0.0003] in patients with osteosarcoma. We have validated in NEMA IQ phantom that the MTV (MO-PET) is accurate, and importantly, stable and consistent across a range of lesion sizes and LBRs representative of clinical tumor lesions. Furthermore, MTV (MO-PET) showed excellent reproducibility and was predictive for EFS in patients with osteosarcoma.

15.
EJNMMI Phys ; 4(1): 22, 2017 Sep 18.
Artigo em Inglês | MEDLINE | ID: mdl-28921170

RESUMO

BACKGROUND: We have previously developed a novel and highly consistent PET segmentation algorithm using a multi-level Otsu method (MO-PET). The aim of this study was to evaluate the reliability of MO-PET compared to conventional PET segmentation methods for measuring 18F-FDG (FDG) PET metabolic tumor volume (MTV) in patients with soft tissue sarcoma (STS). Clinical and imaging data were obtained from the Cancer Imaging Archive. Forty-eight STS patients with FDG PET/CT and MR prior to therapy were analyzed. MTV of the tumor using MO-PET was compared to other conventional methods (absolute SUV threshold values of 2.0, 2.5, or 3.0 and percentage of tumor SUVmax values of 30, 40, 50, or 60%) and gradient-based method (PET Edge™). The reference volume was defined as an MR-based gross tumor volume (GTV). Spearman, intra-class correlation, and Bland-Altman analysis were performed to evaluate the correlation and agreement of MTV to GTV. RESULTS: MTVs obtained using each conventional SUV parameter, PET Edge™, and MO-PET were highly correlated with the GTV in Spearman and intra-class correlation analysis (p < 0.05). MO-PET and PET Edge™ showed high intra-class correlation coefficient of MTV to GTV (0.93 and 0.84, respectively). The Bland-Altman bias results showed the highest agreement for MTV using MO-PET with GTV (26.0 ± 489.6 cm3) compared to other methods (SUV 2.0 with - 69.3 ± 765.8, 30% SUVmax with - 255.0 ± 876.6, and PET Edge™ with - 26.46 ± 668.82 cm3). CONCLUSIONS: PET MTV segmented with MO-PET showed higher correlation and agreement with GTV in comparison to conventional percentage SUVmax and absolute SUV threshold-based PET segmentation methods. MO-PET is comparable to PET Edge™. MO-PET is a reliable and consistent method for measuring tumor MTV.

16.
Oncotarget ; 8(11): 17981-17994, 2017 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-28152501

RESUMO

Cyclooxygenase-2 (COX-2) is a critically important mediator of inflammation that significantly influences tumor angiogenesis, invasion, and metastasis. We investigated the role of COX-2 expressed by triple negative breast cancer cells in altering the structure and function of the extracellular matrix (ECM). COX-2 downregulation effects on ECM structure and function were investigated using magnetic resonance imaging (MRI) and second harmonic generation (SHG) microscopy of tumors derived from triple negative MDA-MB-231 breast cancer cells, and a derived clone stably expressing a short hairpin (shRNA) molecule downregulating COX-2. MRI of albumin-GdDTPA was used to characterize macromolecular fluid transport in vivo and SHG microscopy was used to quantify collagen 1 (Col1) fiber morphology. COX-2 downregulation decreased Col1 fiber density and altered macromolecular fluid transport. Immunohistochemistry identified significantly fewer activated cancer associated fibroblasts (CAFs) in low COX-2 expressing tumors. Metastatic lung nodules established by COX-2 downregulated cells were infrequent, smaller, and contained fewer Col1 fibers.COX-2 overexpression studies were performed with tumors derived from triple negative SUM-149 breast cancer cells lentivirally transduced to overexpress COX-2. SHG microscopy identified significantly higher Col1 fiber density in COX-2 overexpressing tumors with an increase of CAFs. These data expand upon the roles of COX-2 in shaping the structure and function of the ECM in primary and metastatic tumors, and identify the potential role of COX-2 in modifying the number of CAFs in tumors that may have contributed to the altered ECM.


Assuntos
Fibroblastos Associados a Câncer/patologia , Ciclo-Oxigenase 2/biossíntese , Matriz Extracelular/patologia , Neoplasias de Mama Triplo Negativas/patologia , Microambiente Tumoral/fisiologia , Animais , Fibroblastos Associados a Câncer/metabolismo , Linhagem Celular Tumoral , Matriz Extracelular/metabolismo , Feminino , Técnicas de Silenciamento de Genes , Xenoenxertos , Humanos , Immunoblotting , Imuno-Histoquímica , Imageamento por Ressonância Magnética , Camundongos , Camundongos SCID , Neoplasias de Mama Triplo Negativas/enzimologia
17.
Clin Cancer Res ; 23(9): 2245-2254, 2017 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-27799248

RESUMO

Purpose: The poor prognosis of metastatic prostate cancer continues to present a major challenge in prostate cancer treatment. The tumor extracellular matrix (ECM) plays an important role in facilitating metastasis. Here, we investigated the structure and function of an ECM that facilitates prostate cancer metastasis by comparing orthotopic tumors that frequently metastasize to poorly metastatic subcutaneous tumors.Experimental Design: Both tumors were derived from a human prostate cancer PC3 cell line engineered to fluoresce under hypoxia. Second harmonic generation (SHG) microscopy was used to characterize collagen 1 (Col1) fiber patterns in the xenografts as well as in human samples. MRI was used to determine albumin-Gd-diethylenetriaminepenta-acetate (alb-GdDTPA) transport through the ECM using a saturation recovery MR method combined with fast T1 SNAPSHOT-FLASH imaging. Cancer-associated fibroblasts (CAF) were also quantified in these tumors.Results: Significant structural and functional differences were identified in the prometastatic orthotopic tumor ECM compared to the less metastatic subcutaneous tumor ECM. The significantly higher number of CAFs in orthotopic tumors may explain the higher Col1 fiber volumes in these tumors. In vivo, alb-GdDTPA pooling was significantly elevated in metastatic orthotopic tumors, consistent with the increased Col1 fibers.Conclusions: Developing noninvasive MRI indices of macromolecular transport, together with characterization of Col1 fiber patterns and CAFs can assist in stratifying prostate cancers for aggressive treatments or active surveillance. These results highlight the role of CAFs in supporting or creating aggressive cancers, and the importance of depleting CAFs to prevent metastatic dissemination in prostate cancer. Clin Cancer Res; 23(9); 2245-54. ©2016 AACR.


Assuntos
Matriz Extracelular/ultraestrutura , Prognóstico , Próstata/patologia , Neoplasias da Próstata/patologia , Animais , Fibroblastos Associados a Câncer/patologia , Hipóxia Celular/genética , Colágeno Tipo I/genética , Humanos , Imageamento por Ressonância Magnética , Masculino , Camundongos , Metástase Neoplásica , Próstata/diagnóstico por imagem , Neoplasias da Próstata/diagnóstico por imagem , Microambiente Tumoral/genética , Ensaios Antitumorais Modelo de Xenoenxerto
18.
Neoplasia ; 18(10): 585-593, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27742013

RESUMO

Collagen 1 (Col1) fibers play an important role in tumor interstitial macromolecular transport and cancer cell dissemination. Our goal was to understand the influence of Col1 fibers on water diffusion, and to examine the potential of using noninvasive diffusion tensor imaging (DTI) to indirectly detect Col1 fibers in breast lesions. We previously observed, in human MDA-MB-231 breast cancer xenografts engineered to fluoresce under hypoxia, relatively low amounts of Col1 fibers in fluorescent hypoxic regions. These xenograft tumors together with human breast cancer samples were used here to investigate the relationship between Col1 fibers, water diffusion and anisotropy, and hypoxia. Hypoxic low Col1 fiber containing regions showed decreased apparent diffusion coefficient (ADC) and fractional anisotropy (FA) compared to normoxic high Col1 fiber containing regions. Necrotic high Col1 fiber containing regions showed increased ADC with decreased FA values compared to normoxic viable high Col1 fiber regions that had increased ADC with increased FA values. A good agreement of ADC and FA patterns was observed between in vivo and ex vivo images. In human breast cancer specimens, ADC and FA decreased in low Col1 containing regions. Our data suggest that a decrease in ADC and FA values observed within a lesion could predict hypoxia, and a pattern of high ADC with low FA values could predict necrosis. Collectively the data identify the role of Col1 fibers in directed water movement and support expanding the evaluation of DTI parameters as surrogates for Col1 fiber patterns associated with specific tumor microenvironments as companion diagnostics and for staging.


Assuntos
Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/metabolismo , Colágeno Tipo I/metabolismo , Imagem de Difusão por Ressonância Magnética , Animais , Anisotropia , Linhagem Celular Tumoral , Imagem de Difusão por Ressonância Magnética/métodos , Modelos Animais de Doenças , Feminino , Fibroblastos , Xenoenxertos , Humanos , Camundongos
19.
NMR Biomed ; 28(12): 1697-706, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26503172

RESUMO

High levels of total choline and phosphocholine (PC) are consistently observed in aggressive cancers. Choline kinase (Chk) catalyzes choline phosphorylation to produce PC in phosphatidylcholine (PtdCho) biosynthesis. PtdCho is the most abundant phospholipid in eukaryotic cell membranes and plays a dual role as the structural component of membranes and as a substrate to produce lipid second messengers such as phosphatidic acid and diacylglycerol. Chk-α, but not Chk-ß, is overexpressed in various cancers, and is closely associated with tumor progression and invasiveness. We have previously shown that downregulation of mRNA using small interfering RNA (siRNA) against Chk-α (siRNA-Chk) or Chk short hairpin RNA, and the resultant decrease of Chk-α protein levels, significantly reduced proliferation in breast cancer cells and tumors. A novel potent and selective small-molecule Chk-α inhibitor, V-11-0711, that inhibits the catalytic activity of Chk has recently been developed. Here, we used triple negative MDA-MB-231 and SUM149 breast cancer cells to further investigate the role of Chk-α in cancer, by examining Chk-α protein levels, cell viability/proliferation, choline phospholipid and lipid metabolism, lipid droplet formation, and apoptosis, following treatment with V-11-0711. Under the conditions used in this study, treatment with V-11-0711 significantly decreased PC levels but did not reduce cell viability as long as Chk-α protein and PtdCho levels were not reduced, suggesting that Chk-α protein and PtdCho, but not PC, may be crucial for breast cancer cell survival. These data also support the approach of antitumor strategies that destabilize Chk-α protein or downregulate PtdCho in breast cancer treatment.


Assuntos
Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Sobrevivência Celular , Colina Quinase/metabolismo , Fosfatidilcolinas/metabolismo , Fosforilcolina/metabolismo , Linhagem Celular Tumoral , Humanos , Espectroscopia de Prótons por Ressonância Magnética/métodos
20.
Radiology ; 272(2): 427-37, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24749713

RESUMO

PURPOSE: To assess intrapericardial delivery of microencapsulated, xenogeneic human mesenchymal stem cells (hMSCs) by using x-ray fused with magnetic resonance (MR) imaging (x-ray/MR imaging) guidance as a potential treatment for ischemic cardiovascular disease in an immunocompetent swine model. MATERIALS AND METHODS: All animal experiments were approved by the institutional animal care and use committee. Stem cell microencapsulation was performed by using a modified alginate-poly-l-lysine-alginate encapsulation method to include 10% (wt/vol) barium sulfate to create barium-alginate microcapsules (BaCaps) that contained hMSCs. With x-ray/MR imaging guidance, eight female pigs (approximately 25 kg) were randomized to receive either BaCaps with hMSCs, empty BaCaps, naked hMSCs, or saline by using a percutaneous subxiphoid approach and were compared with animals that received empty BaCaps (n = 1) or BaCaps with hMSCs (n = 2) by using standard fluoroscopic delivery only. MR images and C-arm computed tomographic (CT) images were acquired before injection and 1 week after delivery. Animals were sacrificed immediately or at 1 week for histopathologic validation. Cardiac function between baseline and 1 week after delivery was evaluated by using a paired Student t test. RESULTS: hMSCs remained highly viable (94.8% ± 6) 2 days after encapsulation in vitro. With x-ray/MR imaging, successful intrapericardial access and delivery were achieved in all animals. BaCaps were visible fluoroscopically and at C-arm CT immediately and 1 week after delivery. Whereas BaCaps were free floating immediately after delivery, they consolidated into a pseudoepicardial tissue patch at 1 week, with hMSCs remaining highly viable within BaCaps; naked hMSCs were poorly retained. Follow-up imaging 1 week after x-ray/MR imaging-guided intrapericardial delivery showed no evidence of pericardial adhesion and/or effusion or adverse effect on cardiac function. In contradistinction, BaCaps delivery with x-ray fluoroscopy without x-ray/MR imaging (n = 3) resulted in pericardial adhesions and poor hMSC viability after 1 week. CONCLUSION: Intrapericardial delivery of BaCaps with hMSCs leads to high cell retention and survival. With x-ray/MR imaging guidance, intrapericardial delivery can be performed safely in the absence of preexisting pericardial effusion to provide a novel route for cardiac cellular regenerative therapy.


Assuntos
Doença das Coronárias/terapia , Imagem por Ressonância Magnética Intervencionista/métodos , Transplante de Células-Tronco Mesenquimais/métodos , Imagem Multimodal/métodos , Pericárdio , Animais , Estudos de Viabilidade , Feminino , Fluoroscopia , Humanos , Imageamento Tridimensional , Modelos Animais , Radiografia Intervencionista , Reprodutibilidade dos Testes , Suínos
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