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1.
Magn Reson Med ; 92(4): 1698-1713, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38775035

RESUMO

PURPOSE: Metabolite-specific balanced SSFP (MS-bSSFP) sequences are increasingly used in hyperpolarized [1-13C]Pyruvate (HP 13C) MRI studies as they improve SNR by refocusing the magnetization each TR. Currently, pharmacokinetic models used to fit conversion rate constants, kPL and kPB, and rate constant maps do not account for differences in the signal evolution of MS-bSSFP acquisitions. METHODS: In this work, a flexible MS-bSSFP model was built that can be used to fit conversion rate constants for these experiments. The model was validated in vivo using paired animal (healthy rat kidneys n = 8, transgenic adenocarcinoma of the mouse prostate n = 3) and human renal cell carcinoma (n = 3) datasets. Gradient echo (GRE) acquisitions were used with a previous GRE model to compare to the results of the proposed GRE-bSSFP model. RESULTS: Within simulations, the proposed GRE-bSSFP model fits the simulated data well, whereas a GRE model shows bias because of model mismatch. For the in vivo datasets, the estimated conversion rate constants using the proposed GRE-bSSFP model are consistent with a previous GRE model. Jointly fitting the lactate T2 with kPL resulted in less precise kPL estimates. CONCLUSION: The proposed GRE-bSSFP model provides a method to estimate conversion rate constants, kPL and kPB, for MS-bSSFP HP 13C experiments. This model may also be modified and used for other applications, for example, estimating rate constants with other hyperpolarized reagents or multi-echo bSSFP.


Assuntos
Isótopos de Carbono , Imageamento por Ressonância Magnética , Ácido Pirúvico , Animais , Ácido Pirúvico/farmacocinética , Ácido Pirúvico/metabolismo , Ratos , Imageamento por Ressonância Magnética/métodos , Camundongos , Isótopos de Carbono/farmacocinética , Humanos , Masculino , Rim/diagnóstico por imagem , Rim/metabolismo , Simulação por Computador , Neoplasias da Próstata/diagnóstico por imagem , Neoplasias da Próstata/metabolismo , Processamento de Imagem Assistida por Computador/métodos , Algoritmos , Razão Sinal-Ruído , Neoplasias Renais/diagnóstico por imagem , Neoplasias Renais/metabolismo , Camundongos Transgênicos
2.
Int J Mol Sci ; 23(10)2022 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-35628302

RESUMO

Fibroblast growth factor 21 (FGF21) functions as a polypeptide hormone to regulate glucose and lipid metabolism, and its expression is regulated by cellular metabolic stress. Pyruvate is an important intermediate metabolite that acts as a key hub for cellular fuel metabolism. However, the effect of pyruvate on hepatic FGF21 expression and secretion remains unknown. Herein, we examined the gene expression and protein levels of FGF21 in human hepatoma HepG2 cells and mouse AML12 hepatocytes in vitro, as well as in mice in vivo. In HepG2 and AML12 cells, pyruvate at concentrations above 0.1 mM significantly increased FGF21 expression and secretion. The increase in cellular cAMP levels by adenylyl cyclase activation, phosphodiesterase (PDE) inhibition and 8-Bromo-cAMP administration significantly restrained pyruvate-stimulated FGF21 expression. Pyruvate significantly increased PDE activities, reduced cAMP levels and decreased CREB phosphorylation. The inhibition of exchange protein directed activated by cAMP (Epac) and cAMP response element binding protein (CREB) upregulated FGF21 expression, upon which pyruvate no longer increased FGF21 expression. The increase in plasma pyruvate levels in mice induced by the intraperitoneal injection of pyruvate significantly increased FGF21 gene expression and PDE activity with a reduction in cAMP levels and CREB phosphorylation in the mouse liver compared with the control. In conclusion, pyruvate activates PDEs to reduce cAMP and then inhibits the cAMP-Epac-CREB signaling pathway to upregulate FGF21 expression in hepatocytes.


Assuntos
Proteína de Ligação ao Elemento de Resposta ao AMP Cíclico , Fatores de Crescimento de Fibroblastos , Fatores de Troca do Nucleotídeo Guanina , Fígado , Diester Fosfórico Hidrolases , Ácido Pirúvico , Animais , Proteína de Ligação ao Elemento de Resposta ao AMP Cíclico/antagonistas & inibidores , Proteína de Ligação ao Elemento de Resposta ao AMP Cíclico/metabolismo , Fatores de Crescimento de Fibroblastos/biossíntese , Fatores de Crescimento de Fibroblastos/genética , Fatores de Crescimento de Fibroblastos/metabolismo , Expressão Gênica , Fatores de Troca do Nucleotídeo Guanina/antagonistas & inibidores , Fatores de Troca do Nucleotídeo Guanina/metabolismo , Células Hep G2 , Humanos , Fígado/enzimologia , Fígado/metabolismo , Camundongos , Diester Fosfórico Hidrolases/metabolismo , Ácido Pirúvico/sangue , Ácido Pirúvico/metabolismo , Ácido Pirúvico/farmacocinética , Transdução de Sinais/fisiologia
3.
NMR Biomed ; 34(6): e4502, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33772910

RESUMO

This study investigates the in vivo pharmacokinetics and pharmacodynamics of hyperpolarized [1-13 C]-pyruvate in a translational cancer model in order to inform the application of dynamic nuclear polarization (DNP)-enhanced magnetic resonance spectroscopic imaging (MRSI) as a tool for imaging liver cancer. Intratumoral metabolism within autochthonous hepatocellular carcinomas in male Wistar rats was analyzed by MRSI following hyperpolarized [1-13 C]-pyruvate injections with 80 mM (low dose [LD]) or 160 mM (high dose [HD]) pyruvate. Rats received (i) LD followed by HD injection, (ii) sequential LD injections with or without an interposed lactate dehydrogenase inhibitor (LDHi) injection, or (iii) a single LD injection. A subset of rats in (ii) were sacrificed immediately after imaging, permitting measurement of active LDH concentrations in tumor extracts. Urine and serum were collected before and after injections for rats in (iii). Comparison of LD and HD injections confirmed concentration-dependent variation of intratumoral metabolite fractions and intermetabolite ratios. In addition, quantification of the lactate-to-pyruvate ratio was sensitive to pharmacologic inhibition with intermetabolite ratios correlating with active LDH concentrations in tumor extracts. Finally, comparison of pre- and post-DNP urine collections revealed that pyruvate and the radical source are renally excreted after injection. These data demonstrate that DNP-MRSI facilitates real-time quantification of intratumoral metabolism that is repeatable and reflective of intracellular processes. A translational model system confirmed that interpretation requires consideration of probe dose, administration frequency and excretion.


Assuntos
Isótopos de Carbono/química , Imageamento por Ressonância Magnética , Modelos Biológicos , Ácido Pirúvico/farmacologia , Ácido Pirúvico/farmacocinética , Pesquisa Translacional Biomédica , Animais , Masculino , Ácido Pirúvico/sangue , Ácido Pirúvico/metabolismo , Ratos Wistar , Reprodutibilidade dos Testes
4.
Neuroimage ; 204: 116202, 2020 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-31557546

RESUMO

Lactate is now recognized as an important intermediate in brain metabolism, but its role is still under investigation. In this work we mapped the distribution of lactate and bicarbonate produced from intravenously injected 13C-pyruvate over the whole brain using a new imaging method, hyperpolarized 13C MRI (N = 14, ages 23 to 77). Segmenting the 13C-lactate images into brain atlas regions revealed a pattern of lactate that was preserved across individuals. Higher lactate signal was observed in cortical grey matter compared to white matter and was highest in the precuneus, cuneus and lingual gyrus. Bicarbonate signal, indicating flux of [1-13C]pyruvate into the TCA cycle, also displayed consistent spatial distribution. One-way ANOVA to test for significant differences in lactate among atlas regions gave F = 87.6 and p < 10-6. This report of a "lactate topography" in the human brain and its consistent pattern is evidence of region-specific lactate biology that is preserved across individuals.


Assuntos
Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Córtex Cerebral/metabolismo , Substância Cinzenta/metabolismo , Ácido Láctico/metabolismo , Substância Branca/metabolismo , Adulto , Idoso , Atlas como Assunto , Bicarbonatos/metabolismo , Córtex Cerebral/diagnóstico por imagem , Feminino , Substância Cinzenta/diagnóstico por imagem , Humanos , Masculino , Pessoa de Meia-Idade , Ácido Pirúvico/farmacocinética , Substância Branca/diagnóstico por imagem , Adulto Jovem
5.
NMR Biomed ; 33(10): e4373, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32743881

RESUMO

Magnetic resonance imaging of hyperpolarized pyruvate provides a new imaging biomarker for cancer metabolism, based on the dynamic in vivo conversion of hyperpolarized pyruvate to lactate. Methods for quantification of signal evolution need to be robust and reproducible across a range of experimental conditions. Pharmacokinetic analysis of dynamic spectroscopic imaging data from hyperpolarized pyruvate and its metabolites generally assumes that signal arises from ideal rectangular slice excitation profiles. In this study, we examined whether this assumption could lead to bias in kinetic analysis of hyperpolarized pyruvate and, if so, whether such a bias can be corrected. A Bloch-McConnell simulator was used to generate synthetic data using a known set of "ground truth" pharmacokinetic parameter values. Signal evolution was then analyzed using analysis software that either assumed a uniform slice profile, or incorporated information about the slice profile into the analysis. To correct for slice profile effects, the expected slice profile was subdivided into multiple sub-slices to account for variable excitation angles along the slice dimension. An ensemble of sub-slices was then used to fit the measured signal evolution. A mismatch between slice profiles used for data acquisition and those assumed during kinetic analysis was identified as a source of quantification bias. Results indicate that imperfect slice profiles preferentially increase detected lactate signal, leading to an overestimation of the apparent metabolic exchange rate. The slice profile-correction algorithm was tested in simulation, in phantom measurements, and applied to data acquired from a patient with prostate cancer. The results demonstrated that slice profile-induced biases can be minimized by accounting for the slice profile during pharmacokinetic analysis. This algorithm can be used to correct data from either single or multislice acquisitions.


Assuntos
Imageamento por Ressonância Magnética , Ácido Pirúvico/metabolismo , Área Sob a Curva , Simulação por Computador , Humanos , Ácido Láctico/metabolismo , Masculino , Imagens de Fantasmas , Neoplasias da Próstata/diagnóstico por imagem , Ácido Pirúvico/farmacocinética , Reprodutibilidade dos Testes
6.
Magn Reson Med ; 79(6): 3239-3248, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29090487

RESUMO

PURPOSE: To explore the effects of noise and error on kinetic analyses of tumor metabolism using hyperpolarized [1-13 C] pyruvate. METHODS: Numerical simulations were performed to systematically investigate the effects of noise, the number of unknowns, and error in kinetic parameter estimates on kinetic analysis of the apparent rate of chemical conversion from hyperpolarized pyruvate to lactate (kPL ). A pharmacokinetic model with two physical and two chemical pools of hyperpolarized spins was used to generate and analyze the synthetic data. RESULTS: The reproducibility of kPL estimates worsened quickly when peak signal-to-noise ratio for hyperpolarized pyruvate was below approximately 20. The accuracy of kPL estimates was most sensitive to errors in high excitation angles, the vascular blood volume fraction (vb ), and the rate of pyruvate extravasation (kve ), and was least sensitive to errors in the T1 of pyruvate. When vb and/or kve were fit as additional unknowns, the accuracy of kPL estimates suffered, and when the vascular input function of pyruvate was also fit, the reproducibility of kPL estimates worsened. CONCLUSIONS: The accuracy and precision of kPL estimates improve substantially for peak signal-to-noise ratio above approximately 20. Accurate estimates of perfusion parameters (combinations of vb , kve , and the pyruvate vascular input function) and transmit calibration at high excitation angles have the greatest effect on the accuracy of kinetic analyses. Magn Reson Med 79:3239-3248, 2018. © 2017 International Society for Magnetic Resonance in Medicine.


Assuntos
Isótopos de Carbono/farmacocinética , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Neoplasias , Ácido Pirúvico , Simulação por Computador , Humanos , Cinética , Modelos Biológicos , Neoplasias/diagnóstico por imagem , Neoplasias/metabolismo , Ácido Pirúvico/análise , Ácido Pirúvico/farmacocinética
7.
Biochem Biophys Res Commun ; 482(1): 112-119, 2017 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-27562716

RESUMO

Hyperpolarized 13C magnetic resonance spectroscopy (MRS) to assess hepatic metabolism in non-alcoholic fatty liver disease (NAFLD) has not been reported. This study searched for cellular metabolism-based biomarkers for NAFLD induced by a high-fat diet (HFD) in rats. Also, correlations of the biomarkers with enzyme levels and histopathology were identified during a 6-week follow-up. Six rats were fed a control diet (CD) and seven rats were fed the HFD for 6 weeks. Hyperpolarized 13C dynamic MRS was performed on rat liver following an injection of hyperpolarized [1-13C] pyruvate. Compared with CD-fed rats, HFD-fed rats showed significant increases in the levels of serum alanine aminotransferase and low-density lipoprotein cholesterol at weeks 4 and 6 of follow-up. After the 6-week HFD, the ratios of [1-13C] alanine/pyruvate and [1-13C] lactate/pyruvate were significantly increased, as were the levels of alanine aminotransferase and lactate dehydrogenase, which are potentially associated with hepatosteatosis. The results implicate [1-13C] alanine and [1-13C] lactate as potentially useful noninvasive biomarkers of hepatosteatosis occurring in NAFLD.


Assuntos
Alanina/metabolismo , Biomarcadores/metabolismo , Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Ácido Láctico/metabolismo , Hepatopatia Gordurosa não Alcoólica/metabolismo , Ácido Pirúvico/farmacocinética , Animais , Dieta Hiperlipídica , Gorduras na Dieta/metabolismo , Masculino , Hepatopatia Gordurosa não Alcoólica/diagnóstico , Ratos , Ratos Sprague-Dawley , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
8.
Magn Reson Med ; 76(2): 391-401, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-26388418

RESUMO

PURPOSE: Dissolution dynamic nuclear polarization can increase the sensitivity of the (13) C magnetic resonance spectroscopy experiment by at least four orders of magnitude and offers a novel approach to the development of MRI gene reporters based on enzymes that metabolize (13) C-labeled tracers. We describe here a gene reporter based on the enzyme pyruvate decarboxylase (EC 4.1.1.1), which catalyzes the decarboxylation of pyruvate to produce acetaldehyde and carbon dioxide. METHODS: Pyruvate decarboxylase from Zymomonas mobilis (zmPDC) and a mutant that lacked enzyme activity were expressed using an inducible promoter in human embryonic kidney (HEK293T) cells. Enzyme activity was measured in the cells and in xenografts derived from the cells using (13) C MRS measurements of the conversion of hyperpolarized [1-(13) C] pyruvate to H(13) CO3-. RESULTS: Induction of zmPDC expression in the cells and in the xenografts derived from them resulted in an approximately two-fold increase in the H(13) CO3-/[1-(13) C] pyruvate signal ratio following intravenous injection of hyperpolarized [1-(13) C] pyruvate. CONCLUSION: We have demonstrated the feasibility of using zmPDC as an in vivo reporter gene for use with hyperpolarized (13) C MRS. Magn Reson Med 76:391-401, 2016. © 2015 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.


Assuntos
Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Imageamento por Ressonância Magnética/métodos , Imagem Molecular/métodos , Piruvato Descarboxilase/metabolismo , Ácido Pirúvico/farmacocinética , Proteínas Recombinantes/metabolismo , Zymomonas/enzimologia , Animais , Ativação Enzimática , Feminino , Genes Reporter/fisiologia , Células HEK293 , Humanos , Camundongos , Camundongos SCID , Proteínas Recombinantes/genética , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Distribuição Tecidual , Zymomonas/genética
9.
Magn Reson Med ; 74(2): 558-63, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26014387

RESUMO

PURPOSE: Our aim was to determine the quantitative reproducibility of metabolic breakdown products in the kidney following intravenous injection of hyperpolarized [1-(13)C]pyruvate and secondly to investigate the metabolic effect on the pyruvate metabolism of oral sucrose load using dissolution dynamic nuclear polarization. By this technique, metabolic alterations in several different metabolic related diseases and their metabolic treatment responses can be accessed. METHODS: In four healthy pigs the lactate-to-pyruvate, alanine-to-pyruvate and bicarbonate-to-pyruvate ratio was measured following administration of regular cola and consecutive injections of hyperpolarized [1-(13)C]pyruvate four times within an hour. RESULTS: The overall lactate-to-pyruvate metabolic profile changed significantly over one hour following an acute sucrose load leading to a significant rise in blood glucose. CONCLUSION: The reproducibility of hyperpolarized magnetic resonance spectroscopy in the healthy pig kidney demonstrated a repeatability of more than 94% for all metabolites and, furthermore, that the pyruvate to lactate conversion and the blood glucose level is elevated following endogastric sucrose administration.


Assuntos
Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Sacarose Alimentar/metabolismo , Rim/metabolismo , Ácido Pirúvico/farmacocinética , Sacarose/administração & dosagem , Sacarose/farmacocinética , Administração Oral , Animais , Bebidas Gaseificadas , Feminino , Injeções Intravenosas , Ácido Pirúvico/administração & dosagem , Compostos Radiofarmacêuticos/administração & dosagem , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Estômago , Suínos
10.
Magn Reson Med ; 73(1): 51-8, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24435823

RESUMO

PURPOSE: To use dynamic magnetic resonance spectroscopy (MRS) of hyperpolarized (13)C-pyruvate to follow the progress over time in vivo of breast cancer metabolism in the MMTV-PymT model, and to follow the response to the anti-estrogen drug tamoxifen. METHODS: Tumor growth was monitored by anatomical MRI by measuring tumor volumes. Dynamic MRS of hyperpolarized (13)C was used to measure an "apparent" pyruvate-to-lactate rate constant (kp) of lactate dehydrogenase (LDH) in vivo. Further, ex vivo pathology and in vitro LDH initial reaction velocity were evaluated. RESULTS: Tamoxifen significantly halted the tumor growth measured as tumor volume by MRI. In the untreated animals, kp correlated with tumor growth. The kP was somewhat but not significantly lower in the treated group. Studies in vitro confirmed the effects of tamoxifen on tumor growth, and here the LDH reaction velocity was reduced significantly in the treated group. CONCLUSION: These hyperpolarized (13)C MRS findings indicate that tumor metabolic changes affects kP. The measured kp did not relate to treatment response to the same extent as did tumor growth, histological evaluation, and in vitro determination of LDH activity.


Assuntos
Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Imageamento por Ressonância Magnética/métodos , Neoplasias Mamárias Experimentais/diagnóstico , Neoplasias Mamárias Experimentais/tratamento farmacológico , Ácido Pirúvico/farmacocinética , Tamoxifeno/administração & dosagem , Animais , Antineoplásicos Hormonais/administração & dosagem , Progressão da Doença , Monitoramento de Medicamentos/métodos , Feminino , Neoplasias Mamárias Experimentais/metabolismo , Camundongos , Ácido Pirúvico/metabolismo , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Resultado do Tratamento
11.
Magn Reson Med ; 74(2): 506-12, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25154961

RESUMO

PURPOSE: A novel application of two-dimensional (2D) spatially selective radiofrequency (2DRF) excitation pulses in hyperpolarized 13C imaging is proposed for monitoring the bolus injection with highly efficient sampling of the initially polarized substrate, thus leaving more polarization available for detection of the subsequently generated metabolic products. METHODS: A 2DRF pulse was designed with a spiral trajectory and conventional clinical gradient performance. To demonstrate the ability of our 2DRF bolus tracking pulse sequence, hyperpolarized [1-(13)ruvate in vivo imaging experiments were performed in normal rats, with a comparison to 1DRF excitation pulses. RESULTS: Our designed 2DRF pulse was able to rapidly and efficiently monitor the injected bolus dynamics in vivo, with an 8-fold enhanced time resolution in comparison with 1DRF in our experimental settings. When applied at the pyruvate frequency for bolus tracking, our 2DRF pulse demonstrated reduced saturation of the hyperpolarization for the substrate and metabolic products compared to a 1DRF pulse, while being immune to ±0.5 ppm magnetic field inhomogeneity at 3T. CONCLUSION: 2DRF pulses in hyperpolarized 13C imaging can be used to efficiently monitor the bolus injection with reduced hyperpolarization saturation compared to 1DRF pulses. The parameters of our design are based on clinical scanner limits, which allows for rapid translation to human studies.


Assuntos
Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Interpretação de Imagem Assistida por Computador/métodos , Rim/metabolismo , Imageamento por Ressonância Magnética/métodos , Imagem Molecular/métodos , Ácido Pirúvico/farmacocinética , Algoritmos , Animais , Isótopos de Carbono/farmacocinética , Estudos de Viabilidade , Aumento da Imagem/métodos , Rim/anatomia & histologia , Compostos Radiofarmacêuticos/farmacocinética , Ratos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Processamento de Sinais Assistido por Computador
12.
Magn Reson Med ; 74(2): 312-9, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25168480

RESUMO

PURPOSE: The diseased myocardium lacks metabolic flexibility and responds to stimuli differently compared with healthy hearts. Here, we report the use of hyperpolarized 13C NMR spectroscopy to detect sudden changes in cardiac metabolism in isolated, perfused rat hearts in response to adrenergic stimulation. METHODS: Metabolism of hyperpolarized [1-(13)C]pyruvate was investigated in perfused rat hearts. The hearts were stimulated in situ by isoproterenol shortly after the administration of hyperpolarized [1-(13)C]pyruvate. The hyperpolarized 13C NMR results were corroborated with 1H NMR spectroscopy of tissue extracts. RESULTS: Addition of isoproterenol to hearts after equilibration of hyperpolarized [1-(13)C]pyruvate into the existing lactate pool resulted in a sudden, rapid increase in hyperpolarized [1-(13)C]lactate signal within seconds after exposure to drug. The hyperpolarized H(13)CO3 (-) and hyperpolarized [1-(13)C]alanine signals were not affected by the isoproterenol-induced elevated cardiac workload. Separate experiments confirmed that the new hyperpolarized [1-(13)C]lactate signal that arises after stimulation by isoproterenol reflects a sudden increase in total tissue lactate derived from glycogen. CONCLUSION: These results suggest that hyperpolarized pyruvate and 13C MRS may be useful for detecting abnormal glycogen metabolism in intact tissues.


Assuntos
Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Glicogênio/metabolismo , Coração/efeitos dos fármacos , Isoproterenol/farmacologia , Miocárdio/metabolismo , Ácido Pirúvico/farmacocinética , Agonistas Adrenérgicos beta/farmacologia , Animais , Isótopos de Carbono/farmacocinética , Marcação por Isótopo , Ácido Láctico/metabolismo , Masculino , Taxa de Depuração Metabólica/efeitos dos fármacos , Compostos Radiofarmacêuticos/farmacocinética , Ratos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
13.
NMR Biomed ; 28(6): 715-25, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25908233

RESUMO

The aim of this study was to characterise and compare widely used acquisition strategies for hyperpolarised (13)C imaging. Free induction decay chemical shift imaging (FIDCSI), echo-planar spectroscopic imaging (EPSI), IDEAL spiral chemical shift imaging (ISPCSI) and spiral chemical shift imaging (SPCSI) sequences were designed for two different regimes of spatial resolution. Their characteristics were studied in simulations and in tumour-bearing rats after injection of hyperpolarised [1-(13)C]pyruvate on a clinical 3-T scanner. Two or three different sequences were used on the same rat in random order for direct comparison. The experimentally obtained lactate signal-to-noise ratio (SNR) in the tumour matched the simulations. Differences between the sequences were mainly found in the encoding efficiency, gradient demand and artefact behaviour. Although ISPCSI and SPCSI offer high encoding efficiencies, these non-Cartesian trajectories are more prone than EPSI and FIDCSI to artefacts from various sources. If the encoding efficiency is sufficient for the desired application, EPSI has been proven to be a robust choice. Otherwise, faster spiral acquisition schemes are recommended. The conclusions found in this work can be applied directly to clinical applications.


Assuntos
Algoritmos , Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Imagem Molecular/métodos , Neoplasias Experimentais/metabolismo , Ácido Pirúvico/farmacocinética , Processamento de Sinais Assistido por Computador , Animais , Linhagem Celular Tumoral , Humanos , Armazenamento e Recuperação da Informação/métodos , Neoplasias Experimentais/patologia , Ratos , Ratos Endogâmicos F344 , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
14.
NMR Biomed ; 28(12): 1671-7, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26474216

RESUMO

To facilitate diagnosis and staging of liver disease, sensitive and non-invasive methods for the measurement of liver metabolism are needed. This study used hyperpolarized (13)C-pyruvate to assess metabolic parameters in a CCl4 model of liver damage in rats. Dynamic 3D (13)C chemical shift imaging data from a volume covering kidney and liver were acquired from 8 control and 10 CCl4-treated rats. At 12 time points at 5 s temporal resolution, we quantified the signal intensities and established time courses for pyruvate, alanine, and lactate. These measurements were compared with standard liver histology and an alanine transaminase (ALT) enzyme assay using liver tissue from the same animals. All CCl4-treated but none of the control animals showed histological liver damage and elevated ALT enzyme levels. In agreement with these results, metabolic imaging revealed an increased alanine/pyruvate ratio in liver of CCl4-treated rats, which is indicative of elevated ALT activity. Similarly, lactate/pyruvate ratios were higher in CCl4-treated compared with control animals, demonstrating the presence of inflammation. No significant differences in metabolite ratios were observed in kidney or vasculature. Thus this work shows that metabolic imaging using (13)C-pyruvate can be a successful tool to non-invasively assess liver damage in vivo.


Assuntos
Alanina/metabolismo , Espectroscopia de Ressonância Magnética Nuclear de Carbono-13/métodos , Doença Hepática Induzida por Substâncias e Drogas/metabolismo , Hepatite/metabolismo , Imageamento Tridimensional/métodos , Ácido Pirúvico/farmacocinética , Animais , Tetracloreto de Carbono , Doença Hepática Induzida por Substâncias e Drogas/etiologia , Doença Hepática Induzida por Substâncias e Drogas/patologia , Hepatite/etiologia , Hepatite/patologia , Imageamento por Ressonância Magnética/métodos , Masculino , Imagem Molecular/métodos , Compostos Radiofarmacêuticos/farmacocinética , Ratos , Ratos Sprague-Dawley
15.
Magn Reson Med ; 72(4): 986-95, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24186845

RESUMO

PURPOSE: The transient and nonrenewable signal from hyperpolarized metabolites necessitates extensive sequence optimization for encoding spatial, spectral, and dynamic information. In this work, we evaluate the utility of radial single-timepoint and cumulative spectroscopic MRI of hyperpolarized [1-(13) C] pyruvate and its metabolic products at 7 Tesla (T). METHODS: Simulations of radial echo planar spectroscopic imaging (EPSI) and multiband frequency encoding (MBFE) acquisitions were performed to confirm feasibility and evaluate performance for HP (13) C imaging. Corresponding sequences were implemented on a 7T small-animal MRI system, tested in phantom, and demonstrated in a murine model of anaplastic thyroid cancer. RESULTS: MBFE provides excellent spectral separation but is susceptible to blurring and T2 * signal loss inherent to using low readout gradients. The higher readout gradients and more flexible spectral encoding for EPSI result in good spatial resolution and spectral separation. Radial acquisition throughout HP signal evolution offers the flexibility for reconstructing spatial maps of mean metabolite distribution and global dynamic time courses of multiple metabolites. CONCLUSION: Radial EPSI and MBFE acquisitions are well-suited for hyperpolarized (13) C MRI over short and long durations. Advantages to this approach include robustness to nonstationary magnetization, insensitivity to precise acquisition timing, and versatility for reconstructing dynamically acquired spectroscopic data.


Assuntos
Biomarcadores Tumorais/metabolismo , Espectroscopia de Ressonância de Spin Eletrônica/métodos , Imageamento por Ressonância Magnética/métodos , Ácido Pirúvico/farmacocinética , Neoplasias da Glândula Tireoide/metabolismo , Neoplasias da Glândula Tireoide/patologia , Algoritmos , Animais , Isótopos de Carbono/farmacocinética , Estudos de Viabilidade , Camundongos , Camundongos Nus , Compostos Radiofarmacêuticos/farmacocinética , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Distribuição Tecidual
16.
J Magn Reson Imaging ; 40(4): 848-56, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24924594

RESUMO

PURPOSE: To assess anatomic and functional magnetic resonance imaging (MRI) for monitoring of tumor volume and metabolism of orthotopic xenograft prostate cancer tumors. MATERIALS AND METHODS: Human-derived PC-3M cells were implanted into the prostate in 22 nude mice. Tumor volume and MRI appearance were monitored for up to 29 days. Histology was performed to detect metastases. Hyperpolarized [1-(13) C]pyruvate MRI was used to measure tumor metabolism on day 22. RESULTS: Tumors were visible by MRI 9 days after tumor cell implantation. Tumor volume increased to 720 ± 190 mm(3) on day 29 of imaging. Metastasis was seen in the iliac lymph nodes at all timepoints, and in more distant lymph nodes at later timepoints, but was not detectable by MRI. Regions with low pyruvate uptake corresponded to regions with necrosis and had a higher lactate/pyruvate ratio (0.98 ± 0.4 vs. 1.6 ± 1.1). CONCLUSION: MRI using the balanced steady-state free precession (bSSFP) sequence can be used to monitor tumor growth in orthotopic PC-3M tumors as early as 9 days post-injection. Hyperpolarized pyruvate MRI has potential to assess tumor metabolism and necrosis.


Assuntos
Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Neoplasias da Próstata/metabolismo , Neoplasias da Próstata/patologia , Ácido Pirúvico/farmacocinética , Animais , Isótopos de Carbono/farmacocinética , Linhagem Celular Tumoral , Simulação por Computador , Meios de Contraste/farmacocinética , Humanos , Estudos Longitudinais , Masculino , Taxa de Depuração Metabólica , Camundongos , Camundongos Nus , Modelos Biológicos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Carga Tumoral
17.
Magn Reson Med ; 70(4): 943-53, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23169010

RESUMO

Mathematical models are required to estimate kinetic parameters of [1-(13)C] pyruvate-lactate interconversion from magnetic resonance spectroscopy data. One- or two-way exchange models utilizing a hypothetical approximation to the true arterial input function (AIF), (e.g. an ideal 'box-car' function) have been used previously. We present a method for direct measurement of the AIF in the rat. The hyperpolarized [1-(13)C] pyruvate signal was measured in arterial blood as it was continuously withdrawn through a small chamber. The measured signal was corrected for T1 relaxation of pyruvate, RF pulses and dispersion of blood in the chamber to allow for the estimation of the direct AIF. Using direct AIF, rather than the commonly used box-car AIF, provided realistic estimates of the rate constant of conversion of pyruvate to lactate, kpl, the rate constant of conversion of lactate to pyruvate klp, the clearance rate constant of pyruvate from blood to tissue, Kip, and the relaxation rate of lactate T1la. Since no lactate signal was present in blood, it was possible to use a simple precursor-product relationship, with the tumor tissue pyruvate time-course as the input for the lactate time-course. This provided a robust estimate of kpl, similar to that obtained using a directly measured AIF.


Assuntos
Isótopos de Carbono/farmacocinética , Fibrossarcoma/metabolismo , Ácido Láctico/metabolismo , Espectroscopia de Ressonância Magnética/métodos , Modelos Biológicos , Ácido Pirúvico/farmacocinética , Animais , Linhagem Celular Tumoral , Simulação por Computador , Masculino , Taxa de Depuração Metabólica , Compostos Radiofarmacêuticos/farmacocinética , Ratos
18.
Magn Reson Med ; 69(4): 1063-71, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22760647

RESUMO

Spatially resolved images of hyperpolarized (13) C substrates and their downstream products provide insight into real-time metabolic processes occurring in vivo. Recently, hyperpolarized (13) C pyruvate has been used to characterize in vivo cardiac metabolism in the rat and pig, but accurate and reproducible measurements remain challenging due to the limited period available for imaging as well as physiological motion. In this article, time-resolved cardiac- and respiratory-gated images of [1-(13) C] pyruvate, [1-(13) C] lactate, and (13) C bicarbonate in the heart are acquired without the need for a breathhold. The robustness of these free-breathing measurements is demonstrated using the time-resolved data to produce a normalized metric of pyruvate dehydrogenase and lactate dehydrogenase activity in the heart. The values obtained are reproducible in a controlled metabolic state. In a 60-min ischemia/reperfusion model, significant differences in hyperpolarized bicarbonate and lactate, normalized using the left ventricular pyruvate signal, were detected between scans performed at baseline and 45 min after reperfusion. The sequence is anticipated to improve quantitative measurements of cardiac metabolism, leading to feasible validation studies using fewer subjects, and potentially improved diagnosis, serial monitoring, and treatment of cardiac disease in patients.


Assuntos
L-Lactato Desidrogenase/metabolismo , Imageamento por Ressonância Magnética/métodos , Isquemia Miocárdica/metabolismo , Miocárdio/metabolismo , Complexo Piruvato Desidrogenase/metabolismo , Ácido Pirúvico/farmacocinética , Técnicas de Imagem de Sincronização Respiratória/métodos , Animais , Isótopos de Carbono/farmacocinética , Compostos Radiofarmacêuticos/farmacocinética , Reprodutibilidade dos Testes , Mecânica Respiratória , Sensibilidade e Especificidade , Suínos
19.
Magn Reson Med ; 69(5): 1209-16, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-22648928

RESUMO

Within the last decade hyperpolarized [1-13C] pyruvate chemical-shift imaging has demonstrated impressive potential for metabolic MR imaging for a wide range of applications in oncology, cardiology, and neurology. In this work, a highly efficient pulse sequence is described for time-resolved, multislice chemical shift imaging of the injected substrate and obtained downstream metabolites. Using spectral-spatial excitation in combination with single-shot spiral data acquisition, the overall encoding is evenly distributed between excitation and signal reception, allowing the encoding of one full two-dimensional metabolite image per excitation. The signal-to-noise ratio can be flexibly adjusted and optimized using lower flip angles for the pyruvate substrate and larger ones for the downstream metabolites. Selectively adjusting the excitation of the down-stream metabolites to 90° leads to a so-called "saturation-recovery" scheme with the detected signal content being determined by forward conversion of the available pyruvate. In case of repetitive excitations, the polarization is preserved using smaller flip angles for pyruvate. Metabolic exchange rates are determined spatially resolved from the metabolite images using a simplified two-site exchange model. This novel contrast is an important step toward more quantitative metabolic imaging. Goal of this work was to derive, analyze, and implement this "saturation-recovery metabolic exchange rate imaging" and demonstrate its capabilities in four rats bearing subcutaneous tumors.


Assuntos
Alanina/metabolismo , Bicarbonatos/metabolismo , Ácido Láctico/metabolismo , Espectroscopia de Ressonância Magnética/métodos , Neoplasias Experimentais/metabolismo , Ácido Pirúvico/farmacocinética , Animais , Isótopos de Carbono/farmacocinética , Linhagem Celular Tumoral , Feminino , Taxa de Depuração Metabólica , Neoplasias Experimentais/diagnóstico , Prótons , Compostos Radiofarmacêuticos/farmacocinética , Ratos , Ratos Endogâmicos F344
20.
Magn Reson Med ; 70(4): 936-42, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23165935

RESUMO

PURPOSE: The use of unlabeled exchange-linked dissolution agents in hyperpolarized metabolic imaging was studied to examine pool size limits and saturation relative to the availability of NADH. METHODS: Three-dimensional dynamic metabolic images were obtained, and compared following injection of a bolus of hyperpolarized [1-(13)C]pyruvate, prepared with and without unlabeled sodium lactate in the dissolution buffer. Comparisons were made on the basis of apparent rate constants and [1-(13)C]lactate signal-to-noise ratio. Range finding data were obtained for different bolus compositions. Isotope exchange was also probed in the reverse direction, following injection of a bolus of hyperpolarized [1-(13)C]lactate, with and without unlabeled sodium pyruvate in the dissolution buffer. RESULTS: Liver, kidney, and vascular regions of interest all showed an increase in [1-(13)C]lactate signal with addition of unlabeled sodium lactate in the dissolution buffer. Injection of hyperpolarized [1-(13)C]lactate with unlabeled sodium pyruvate in the dissolution buffer, provided exchange rate constants Klp for kidney and vascular regions of interest. CONCLUSIONS: These results are consistent with a high level of (13)C-exchange, and with labeling rates that are limited by steady-state pool sizes in vivo.


Assuntos
Vasos Sanguíneos/metabolismo , Rim/metabolismo , Fígado/metabolismo , Imageamento por Ressonância Magnética/métodos , Imagem Molecular/métodos , Ácido Pirúvico/farmacocinética , Lactato de Sódio/farmacocinética , Animais , Isótopos de Carbono/farmacocinética , Masculino , Especificidade de Órgãos , Compostos Radiofarmacêuticos/farmacocinética , Ratos , Ratos Wistar , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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