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1.
Nat Biomed Eng ; 8(6): 672-688, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38987630

RESUMO

The most widely used fluorophore in glioma-resection surgery, 5-aminolevulinic acid (5-ALA), is thought to cause the selective accumulation of fluorescent protoporphyrin IX (PpIX) in tumour cells. Here we show that the clinical detection of PpIX can be improved via a microscope that performs paired stimulated Raman histology and two-photon excitation fluorescence microscopy (TPEF). We validated the technique in fresh tumour specimens from 115 patients with high-grade gliomas across four medical institutions. We found a weak negative correlation between tissue cellularity and the fluorescence intensity of PpIX across all imaged specimens. Semi-supervised clustering of the TPEF images revealed five distinct patterns of PpIX fluorescence, and spatial transcriptomic analyses of the imaged tissue showed that myeloid cells predominate in areas where PpIX accumulates in the intracellular space. Further analysis of external spatially resolved metabolomics, transcriptomics and RNA-sequencing datasets from glioblastoma specimens confirmed that myeloid cells preferentially accumulate and metabolize PpIX. Our findings question 5-ALA-induced fluorescence in glioma cells and show how 5-ALA and TPEF imaging can provide a window into the immune microenvironment of gliomas.


Assuntos
Neoplasias Encefálicas , Glioma , Protoporfirinas , Análise Espectral Raman , Protoporfirinas/metabolismo , Humanos , Glioma/patologia , Glioma/metabolismo , Glioma/cirurgia , Glioma/diagnóstico por imagem , Análise Espectral Raman/métodos , Neoplasias Encefálicas/patologia , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/cirurgia , Neoplasias Encefálicas/diagnóstico por imagem , Microscopia de Fluorescência/métodos , Ácido Aminolevulínico/metabolismo , Feminino , Masculino
2.
Methods Mol Biol ; 2664: 201-213, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37423992

RESUMO

Cationic ferritin (CF) has been developed as a multimodal, targeted imaging tracer to directly detect and map nephrons in the kidney in vivo. Direct detection of functional nephrons provides a unique, sensitive biomarker to predict or monitor kidney disease progression. CF has been developed to map functional nephron number from magnetic resonance imaging (MRI) or positron emission tomography (PET). Previous preclinical imaging studies have used non-human-derived ferritin and commercial formulations that must still be developed for translation to clinical use. Here we describe the reproducible formulation of CF (either derived from horse or from human recombinant ferritin) optimized for intravenous injection and radiolabeling by PET. The human recombinant heteropolymer ferritin is spontaneously assembled in liquid culture (Escherichia coli, E. coli) and modified to form human recombinant cationic ferritin (HrCF) to mitigate potential immunologic reactions for use in humans.


Assuntos
Escherichia coli , Ferritinas , Animais , Cavalos , Glomérulos Renais/patologia , Rim/diagnóstico por imagem , Tomografia por Emissão de Pósitrons , Imageamento por Ressonância Magnética/métodos
3.
Front Oncol ; 13: 1105648, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36890834

RESUMO

Purpose: Modern techniques for improved tumor visualization have the aim to maximize the extent of resection during brain tumor surgery and thus improve patient prognosis. Optical imaging of autofluorescence is a powerful and non-invasive tool to monitor metabolic changes and transformation in brain tumors. Cellular redox ratios can be retrieved from fluorescence emitted by the coenzymes reduced nicotinamide adenine dinucleotide (phosphate) (NAD(P)H) and flavin adenine dinucleotide (FAD). Recent studies point out that the influence of flavin mononucleotide (FMN) has been underestimated. Experimental design: Fluorescence lifetime imaging and fluorescence spectroscopy were performed through a modified surgical microscope. We acquired 361 flavin fluorescence lifetime (500-580 nm) and fluorescence spectra (430-740 nm) data points on freshly excised different brain tumors: low-grade gliomas (N=17), high-grade gliomas (N=42), meningiomas (N=23), metastases (N=26) and specimens from the non-tumorous brain (N=3). Results: Protein-bound FMN fluorescence in brain tumors did increase with a shift toward a more glycolytic metabolism (R=-0.87). This increased the average flavin fluorescence lifetime in tumor entities with respect to the non-tumorous brain. Further, these metrics were characteristic for the different tumor entities and showed promise for machine learning based brain tumor classification. Conclusions: Our results shed light on FMN fluorescence in metabolic imaging and outline the potential for supporting the neurosurgeon in visualizing and classifying brain tumor tissue during surgery.

4.
J Neurosurg ; 136(6): 1542-1550, 2022 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-34678775

RESUMO

OBJECTIVE: Fluorescence-guided surgery using 5-aminolevulinic acid (5-ALA) is nowadays widely applied for improved resection of glioblastomas (GBMs). Initially, pretreatment with dexamethasone was considered to be essential for optimal fluorescence effect. However, recent studies reported comparably high rates of visible fluorescence in GBMs despite absence of dexamethasone pretreatment. Recently, the authors proposed fluorescence lifetime imaging (FLIM) for the quantitative analysis of 5-ALA-induced protoporphyrin IX (PpIX) accumulation. The aim of this study was thus to investigate the influence of dexamethasone on visible fluorescence and quantitative PpIX accumulation. METHODS: The authors prospectively analyzed the presence of visible fluorescence during surgery in a cohort of patients with GBMs. In this study, patients received dexamethasone preoperatively only if clinically indicated. One representative tumor sample was collected from each GBM, and PpIX accumulation was analyzed ex vivo by FLIM. The visible fluorescence status and mean FLIM values were correlated with preoperative intake of dexamethasone. RESULTS: In total, two subgroups with (n = 27) and without (n = 20) pretreatment with dexamethasone were analyzed. All patients showed visible fluorescence independent from preoperative dexamethasone intake. Furthermore, the authors did not find a statistically significant difference in the mean FLIM values between patients with and without dexamethasone pretreatment (p = 0.097). CONCLUSIONS: In this first study to date, the authors found no significant influence of dexamethasone pretreatment on either visible 5-ALA fluorescence during GBM surgery or PpIX accumulation based on FLIM. According to these preliminary data, the authors recommend administering dexamethasone prior to fluorescence-guided surgery of GBMs only when clinically indicated.

5.
Front Oncol ; 11: 741303, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34595120

RESUMO

Maximal safe resection is a key strategy for improving patient prognosis in the management of brain tumors. Intraoperative fluorescence guidance has emerged as a standard in the surgery of high-grade gliomas. The administration of 5-aminolevulinic acid prior to surgery induces tumor-specific accumulation of protoporphyrin IX, which emits red fluorescence under blue-light illumination. The technology, however, is substantially limited for low-grade gliomas and weakly tumor-infiltrated brain, where low protoporphyrin IX concentrations are outweighed by tissue autofluorescence. In this context, fluorescence lifetime imaging has shown promise to distinguish spectrally overlapping fluorophores. We integrated frequency-domain fluorescence lifetime imaging in a surgical microscope and combined it with spatially registered fluorescence spectroscopy, which can be considered a research benchmark for sensitive protoporphyrin IX detection. Fluorescence lifetime maps and spectra were acquired for a representative set of fresh ex-vivo brain tumor specimens (low-grade gliomas n = 15, high-grade gliomas n = 80, meningiomas n = 41, and metastases n = 35). Combining the fluorescence lifetime with fluorescence spectra unveiled how weak protoporphyrin IX accumulations increased the lifetime respective to tissue autofluorescence. Infiltration zones (4.1ns ± 1.8ns, p = 0.017) and core tumor areas (4.8ns ± 1.3ns, p = 0.040) of low-grade gliomas were significantly distinguishable from non-pathologic tissue (1.6ns ± 0.5ns). Similarly, fluorescence lifetimes for infiltrated and reactive tissue as well as necrotic and core tumor areas were increased for high-grade gliomas and metastasis. Meningioma tumor specimens showed strongly increased lifetimes (12.2ns ± 2.5ns, p = 0.005). Our results emphasize the potential of fluorescence lifetime imaging to optimize maximal safe resection in brain tumors in future and highlight its potential toward clinical translation.

6.
Front Oncol ; 11: 699301, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34395266

RESUMO

Radiologically suspected low-grade gliomas (LGG) represent a special challenge for the neurosurgeon during surgery due to their histopathological heterogeneity and indefinite tumor margin. Therefore, new techniques are required to overcome these current surgical drawbacks. Intraoperative visualization of brain tumors with assistance of 5-aminolevulinic acid (5-ALA) induced protoporphyrin IX (PpIX) fluorescence is one of the major advancements in the neurosurgical field in the last decades. Initially, this technique was exclusively applied for fluorescence-guided surgery of high-grade glioma (HGG). In the last years, the use of 5-ALA was also extended to other indications such as radiologically suspected LGG. Here, we discuss the current role of 5-ALA for intraoperative visualization of focal malignant transformation within suspected LGG. Furthermore, we discuss the current limitations of the 5-ALA technology in pure LGG which usually cannot be visualized by visible fluorescence. Finally, we introduce new approaches based on fluorescence technology for improved detection of pure LGG tissue such as spectroscopic PpIX quantification fluorescence lifetime imaging of PpIX and confocal microscopy to optimize surgery.

7.
ACS Chem Biol ; 16(8): 1493-1507, 2021 08 20.
Artigo em Inglês | MEDLINE | ID: mdl-34355883

RESUMO

Aliphatic diazirine analogues of cholesterol have been used previously to elaborate the cholesterol proteome and identify cholesterol binding sites on proteins. Cholesterol analogues containing the trifluoromethylphenyl diazirine (TPD) group have not been reported. Both classes of diazirines have been prepared for neurosteroid photolabeling studies and their combined use provided information that was not obtainable with either diazirine class alone. Hence, we prepared cholesterol TPD analogues and used them along with previously reported aliphatic diazirine analogues as photoaffinity labeling reagents to obtain additional information on the cholesterol binding sites of the pentameric Gloeobacter ligand-gated ion channel (GLIC). We first validated the TPD analogues as cholesterol substitutes and compared their actions with those of previously reported aliphatic diazirines in cell culture assays. All the probes bound to the same cholesterol binding site on GLIC but with differences in photolabeling efficiencies and residues identified. Photolabeling of mammalian (HEK) cell membranes demonstrated differences in the pattern of proteins labeled by the two classes of probes. Collectively, these date indicate that cholesterol photoaffinity labeling reagents containing an aliphatic diazirine or TPD group provide complementary information and will both be useful tools in future studies of cholesterol biology.


Assuntos
Colesterol/análogos & derivados , Diazometano/análogos & derivados , Canais Iônicos de Abertura Ativada por Ligante/química , Marcadores de Fotoafinidade/química , Alcinos/síntese química , Alcinos/química , Alcinos/metabolismo , Sítios de Ligação , Colesterol/síntese química , Colesterol/metabolismo , Cianobactérias/química , Diazometano/síntese química , Diazometano/metabolismo , Corantes Fluorescentes/química , Canais Iônicos de Abertura Ativada por Ligante/metabolismo , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Marcadores de Fotoafinidade/síntese química , Marcadores de Fotoafinidade/metabolismo , Ligação Proteica
8.
Mol Pharmacol ; 100(1): 19-31, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33958479

RESUMO

Prior work employing functional analysis, photolabeling, and X-ray crystallography have identified three distinct binding sites for potentiating steroids in the heteromeric GABAA receptor. The sites are located in the membrane-spanning domains of the receptor at the ß-α subunit interface (site I) and within the α (site II) and ß subunits (site III). Here, we have investigated the effects of mutations to these sites on potentiation of the rat α1ß2γ2L GABAA receptor by the endogenous neurosteroid allopregnanolone (3α5αP). The mutations were introduced alone or in combination to probe the additivity of effects. We show that the effects of amino acid substitutions in sites I and II are energetically additive, indicating independence of the actions of the two steroid binding sites. In site III, none of the mutations tested reduced potentiation by 3α5αP, nor did a mutation in site III modify the effects of mutations in sites I or II. We infer that the binding sites for 3α5αP act independently. The independence of steroid action at each site is supported by photolabeling data showing that mutations in either site I or site II selectively change steroid orientation in the mutated site without affecting labeling at the unmutated site. The findings are discussed in the context of linking energetic additivity to empirical changes in receptor function and ligand binding. SIGNIFICANCE STATEMENT: Prior work has identified three distinct binding sites for potentiating steroids in the heteromeric γ-aminobutyric acid type A receptor. This study shows that the sites act independently and additively in the presence of the steroid allopregnanolone and provide estimates of energetic contributions made by steroid binding to each site.


Assuntos
Substituição de Aminoácidos , Pregnanolona/farmacologia , Receptores de GABA-A/química , Animais , Sítios de Ligação , Cristalografia por Raios X , Modelos Moleculares , Conformação Molecular , Simulação de Acoplamento Molecular , Complexos Multiproteicos/química , Complexos Multiproteicos/metabolismo , Pregnanolona/química , Ratos , Receptores de GABA-A/genética , Receptores de GABA-A/metabolismo
9.
Am J Physiol Renal Physiol ; 320(2): F183-F192, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33283644

RESUMO

Nephron number varies widely in humans. A low nephron endowment at birth or a loss of functioning nephrons is strongly linked to increased susceptibility to chronic kidney disease. In this work, we developed a contrast agent, radiolabeled cationic ferritin (RadioCF), to map functioning glomeruli in vivo in the kidney using positron emission tomography (PET). PET radiotracers can be detected in trace doses (<30 nmol), making them useful for rapid clinical translation. RadioCF is formed from cationic ferritin (CF) and with a radioisotope, Cu-64, incorporated into the ferritin core. We showed that RadioCF binds specifically to kidney glomeruli after intravenous injection in mice, whereas radiolabeled noncationic ferritin (RadioNF) and free Cu-64 do not. We then showed that RadioCF-PET can distinguish kidneys in healthy wild-type (WT) mice from kidneys in mice with oligosyndactylism (Os/+), a model of congenital hypoplasia and low nephron mass. The average standardized uptake value (SUV) measured by PET 90 min after injection was 21% higher in WT mice than in Os/+ mice, consistent with the higher glomerular density in WT mice. The difference in peak SUV from SUV at 90 min correlated with glomerular density in male mice from both WT and Os/+ cohorts (R2 = 0.98). Finally, we used RadioCF-PET to map functioning glomeruli in a donated human kidney. SUV within the kidney correlated with glomerular number (R2= 0.78) measured by CF-enhanced magnetic resonance imaging in the same locations. This work suggests that RadioCF-PET appears to accurately detect nephron mass and has the potential for clinical translation.


Assuntos
Ferritinas/química , Ferritinas/metabolismo , Néfrons/anatomia & histologia , Idoso , Animais , Meios de Contraste , Radioisótopos de Cobre , Feminino , Taxa de Filtração Glomerular , Humanos , Rim/anatomia & histologia , Transplante de Rim , Masculino , Camundongos , Tomografia por Emissão de Pósitrons , Doadores de Tecidos
10.
Sci Rep ; 10(1): 20492, 2020 11 24.
Artigo em Inglês | MEDLINE | ID: mdl-33235233

RESUMO

Maximal safe tumor resection remains the key prognostic factor for improved prognosis in brain tumor patients. Despite 5-aminolevulinic acid-based fluorescence guidance the neurosurgeon is, however, not able to visualize most low-grade gliomas (LGG) and infiltration zone of high-grade gliomas (HGG). To overcome the need for a more sensitive visualization, we investigated the potential of macroscopic, wide-field fluorescence lifetime imaging of nicotinamide adenine dinucleotide (NADH) and protoporphyrin IX (PPIX) in selected human brain tumors. For future intraoperative use, the imaging system offered a square field of view of 11 mm at 250 mm free working distance. We performed imaging of tumor tissue ex vivo, including LGG and HGG as well as brain metastases obtained from 21 patients undergoing fluorescence-guided surgery. Half of all samples showed visible fluorescence during surgery, which was associated with significant increase in PPIX fluorescence lifetime. While the PPIX lifetime was significantly different between specific tumor tissue types, the NADH lifetimes did not differ significantly among them. However, mainly necrotic areas exhibited significantly lower NADH lifetimes compared to compact tumor in HGG. Our pilot study indicates that combined fluorescence lifetime imaging of NADH/PPIX represents a sensitive tool to visualize brain tumor tissue not detectable with conventional 5-ALA fluorescence.


Assuntos
Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/patologia , Ácidos Levulínicos/metabolismo , NAD/metabolismo , Imagem Óptica , Protoporfirinas/metabolismo , Coloração e Rotulagem , Adulto , Fluorescência , Humanos , Necrose , Gradação de Tumores , Ácido Aminolevulínico
11.
Elife ; 92020 09 21.
Artigo em Inglês | MEDLINE | ID: mdl-32955433

RESUMO

This study examines how site-specific binding to three identified neurosteroid-binding sites in the α1ß3 GABAA receptor (GABAAR) contributes to neurosteroid allosteric modulation. We found that the potentiating neurosteroid, allopregnanolone, but not its inhibitory 3ß-epimer epi-allopregnanolone, binds to the canonical ß3(+)-α1(-) intersubunit site that mediates receptor activation by neurosteroids. In contrast, both allopregnanolone and epi-allopregnanolone bind to intrasubunit sites in the ß3 subunit, promoting receptor desensitization and the α1 subunit promoting effects that vary between neurosteroids. Two neurosteroid analogues with diazirine moieties replacing the 3-hydroxyl (KK148 and KK150) bind to all three sites, but do not potentiate GABAAR currents. KK148 is a desensitizing agent, whereas KK150 is devoid of allosteric activity. These compounds provide potential chemical scaffolds for neurosteroid antagonists. Collectively, these data show that differential occupancy and efficacy at three discrete neurosteroid-binding sites determine whether a neurosteroid has potentiating, inhibitory, or competitive antagonist activity on GABAARs.


Assuntos
Neuroesteroides , Receptores de GABA-A , Animais , Sítios de Ligação , Células Cultivadas , Fenômenos Eletrofisiológicos/efeitos dos fármacos , Simulação de Acoplamento Molecular , Neuroesteroides/antagonistas & inibidores , Neuroesteroides/química , Neuroesteroides/metabolismo , Neuroesteroides/farmacologia , Oócitos/metabolismo , Pregnanolona/química , Pregnanolona/metabolismo , Pregnanolona/farmacologia , Ligação Proteica , Receptores de GABA-A/química , Receptores de GABA-A/metabolismo , Xenopus laevis
12.
Mol Pharmacol ; 98(4): 280-291, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32675382

RESUMO

The ρ1 GABAA receptor is prominently expressed in the retina and is present at lower levels in several brain regions and other tissues. Although the ρ1 receptor is insensitive to many anesthetic drugs that modulate the heteromeric GABAA receptor, it maintains a rich and multifaceted steroid pharmacology. The receptor is negatively modulated by 5ß-reduced steroids, sulfated or carboxylated steroids, and ß-estradiol, whereas many 5α-reduced steroids potentiate the receptor. In this study, we analyzed modulation of the human ρ1 GABAA receptor by several neurosteroids, individually and in combination, in the framework of the coagonist concerted transition model. Experiments involving coapplication of two or more steroids revealed that the receptor contains at least three classes of distinct, nonoverlapping sites for steroids, one each for the inhibitory steroids pregnanolone (3α5ßP), 3α5ßP sulfate, and ß-estradiol. The site for 3α5ßP can accommodate the potentiating steroid 5αTHDOC. The findings are discussed with respect to receptor modulation by combinations of endogenous neurosteroids. SIGNIFICANCE STATEMENT: The study describes modulation of the ρ1 GABAA receptor by neurosteroids. The coagonist concerted transition model was used to determine overlap of binding sites for several inhibitory and potentiating steroids.


Assuntos
Desoxicorticosterona/análogos & derivados , Neuroesteroides/farmacologia , Pregnanolona/farmacologia , Receptores de GABA-A/química , Receptores de GABA-A/metabolismo , Xenopus laevis/genética , Animais , Animais Geneticamente Modificados , Sítios de Ligação , Desoxicorticosterona/química , Desoxicorticosterona/farmacologia , Sinergismo Farmacológico , Quimioterapia Combinada , Humanos , Modelos Moleculares , Estrutura Molecular , Neuroesteroides/química , Pregnanolona/química , Receptores de GABA-A/genética
13.
Biomed Opt Express ; 11(3): 1598-1616, 2020 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-32206431

RESUMO

Fluorescence guided neurosurgery based on 5-aminolevulinic acid (5-ALA) has significantly increased maximal safe resections. Fluorescence lifetime imaging (FLIM) of 5-ALA could further boost this development by its increased sensitivity. However, neurosurgeons require real-time visual feedback which was so far limited in dual-tap CMOS camera based FLIM. By optimizing the number of phase frames required for reconstruction, we here demonstrate real-time 5-ALA FLIM of human high- and low-grade glioma with up to 12 Hz imaging rate over a wide field of view (11.0 x 11.0 mm). Compared to conventional fluorescence imaging, real-time FLIM offers enhanced contrast of weakly fluorescent tissue.

14.
J Biomed Opt ; 25(7): 1-7, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-32096368

RESUMO

SIGNIFICANCE: 5-Aminolevulinic acid (5-ALA)-based fluorescence guidance in conventional neurosurgical microscopes is limited to strongly fluorescent tumor tissue. Therefore, more sensitive, intrasurgical 5-ALA fluorescence visualization is needed. AIM: Macroscopic fluorescence lifetime imaging (FLIM) was performed ex vivo on 5-ALA-labeled human glioma tissue through a surgical microscope to evaluate its feasibility and to compare it to fluorescence intensity imaging. APPROACH: Frequency-domain FLIM was integrated into a surgical microscope, which enabled parallel wide-field white-light and fluorescence imaging. We first characterized our system and performed imaging of two samples of suspected low-grade glioma, which were compared to histopathology. RESULTS: Our imaging system enabled macroscopic FLIM of a 6.5 × 6.5 mm2 field of view at spatial resolutions <20 µm. A frame of 512 × 512 pixels with a lifetime accuracy <1 ns was obtained in 65 s. Compared to conventional fluorescence imaging, FLIM considerably highlighted areas with weak 5-ALA fluorescence, which was in good agreement with histopathology. CONCLUSIONS: Integration of macroscopic FLIM into a surgical microscope is feasible and a promising method for improved tumor delineation.


Assuntos
Neoplasias Encefálicas , Neurocirurgia , Ácido Aminolevulínico , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/cirurgia , Fluorescência , Humanos , Imagem Óptica , Fármacos Fotossensibilizantes , Protoporfirinas
15.
J Steroid Biochem Mol Biol ; 192: 105383, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31150831

RESUMO

Neurosteroids positively modulate GABA-A receptor (GABAAR) channel activity by binding to a transmembrane domain intersubunit site. Understanding the interactions in this site that determine neurosteroid binding and its effect is essential for the design of neurosteroid-based therapeutics. Using photo-affinity labeling and an ELIC-α1GABAAR chimera, we investigated the impact of mutations (Q242L, Q242W and W246L) within the intersubunit site on neurosteroid binding. These mutations, which abolish the thermal stabilizing effect of allopregnanolone on the chimera, reduce neither photolabeling within the intersubunit site nor competitive prevention of labeling by allopregnanolone. Instead, these mutations change the orientation of neurosteroid photolabeling. Molecular docking of allopregnanolone in WT and Q242W receptors confirms that the mutation favors re-orientation of allopregnanolone within the binding pocket. Collectively, the data indicate that mutations at Gln242 or Trp246 that eliminate neurosteroid effects do not eliminate neurosteroid binding within the intersubunit site, but significantly alter the preferred orientation of the neurosteroid within the site. The interactions formed by Gln242 and Trp246 within this pocket play a vital role in determining the orientation of the neurosteroid that may be necessary for its functional effect.


Assuntos
Neuroesteroides/química , Neuroesteroides/metabolismo , Receptores de GABA-A/química , Receptores de GABA-A/metabolismo , Sequência de Aminoácidos , Sítios de Ligação , Cristalografia por Raios X , Glutamina/química , Glutamina/genética , Glutamina/metabolismo , Humanos , Modelos Moleculares , Simulação de Dinâmica Molecular , Mutagênese Sítio-Dirigida , Mutação , Conformação Proteica , Domínios Proteicos , Receptores de GABA-A/genética , Homologia de Sequência , Triptofano/química , Triptofano/genética , Triptofano/metabolismo
16.
ACS Appl Mater Interfaces ; 11(22): 19669-19678, 2019 Jun 05.
Artigo em Inglês | MEDLINE | ID: mdl-31074257

RESUMO

Nanoparticles have been widely used for preclinical cancer imaging. However, their successful clinical translation is largely hampered by potential toxicity, unsatisfactory detection of malignancy at early stages, inaccurate diagnosis of tumor biomarkers, and histology for imaging-guided treatment. Herein, a targeted copper nanocluster (CuNC) is reported with high potential to address these challenges for future translation. Its ultrasmall structure enables efficient renal/bowel clearance, minimized off-target effects in nontargeted organs, and low nonspecific tumor retention. The pH-dependent in vivo dissolution of CuNCs affords minimal toxicity and potentially selective drug delivery to tumors. The intrinsic radiolabeling through the direct addition of 64Cu to CuNC (64Cu-CuNCs-FC131) synthesis offers high specific activity for sensitive and accurate detection of CXCR4 via FC131-directed targeting in novel triple negative breast cancer (TNBC) patient-derived xenograft mouse models and human TNBC tissues. In summary, this study not only reveals the potential of CXCR4-targeted 64Cu-CuNCs for TNBC imaging in clinical settings, but also provides a useful strategy to design and assess the translational potential of nanoparticles for cancer theranostics.


Assuntos
Neoplasias da Mama/diagnóstico por imagem , Cobre/química , Portadores de Fármacos/química , Nanopartículas/química , Animais , Cobre/efeitos adversos , Radioisótopos de Cobre/química , Feminino , Humanos , Camundongos , Nanopartículas/efeitos adversos , Peptídeos Cíclicos/química , Tomografia por Emissão de Pósitrons , Receptores CXCR4/metabolismo , Neoplasias de Mama Triplo Negativas/diagnóstico por imagem
17.
PLoS Biol ; 17(3): e3000157, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30845142

RESUMO

Neurosteroids are endogenous modulators of neuronal excitability and nervous system development and are being developed as anesthetic agents and treatments for psychiatric diseases. While gamma amino-butyric acid Type A (GABAA) receptors are the primary molecular targets of neurosteroid action, the structural details of neurosteroid binding to these proteins remain ill defined. We synthesized neurosteroid analogue photolabeling reagents in which the photolabeling groups were placed at three positions around the neurosteroid ring structure, enabling identification of binding sites and mapping of neurosteroid orientation within these sites. Using middle-down mass spectrometry (MS), we identified three clusters of photolabeled residues representing three distinct neurosteroid binding sites in the human α1ß3 GABAA receptor. Novel intrasubunit binding sites were identified within the transmembrane helical bundles of both the α1 (labeled residues α1-N408, Y415) and ß3 (labeled residue ß3-Y442) subunits, adjacent to the extracellular domains (ECDs). An intersubunit site (labeled residues ß3-L294 and G308) in the interface between the ß3(+) and α1(-) subunits of the GABAA receptor pentamer was also identified. Computational docking studies of neurosteroid to the three sites predicted critical residues contributing to neurosteroid interaction with the GABAA receptors. Electrophysiological studies of receptors with mutations based on these predictions (α1-V227W, N408A/Y411F, and Q242L) indicate that both the α1 intrasubunit and ß3-α1 intersubunit sites are critical for neurosteroid action.


Assuntos
Proteínas de Membrana/metabolismo , Receptores de GABA/metabolismo , Animais , Sítios de Ligação , Linhagem Celular , Eletrofisiologia , Feminino , Citometria de Fluxo , Humanos , Espectrometria de Massas , Simulação de Acoplamento Molecular , Muscimol/metabolismo , Neurotransmissores/metabolismo , Oócitos/metabolismo , Xenopus laevis
18.
Science ; 360(6394): 1204-1210, 2018 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-29903970

RESUMO

Scene representation-the process of converting visual sensory data into concise descriptions-is a requirement for intelligent behavior. Recent work has shown that neural networks excel at this task when provided with large, labeled datasets. However, removing the reliance on human labeling remains an important open problem. To this end, we introduce the Generative Query Network (GQN), a framework within which machines learn to represent scenes using only their own sensors. The GQN takes as input images of a scene taken from different viewpoints, constructs an internal representation, and uses this representation to predict the appearance of that scene from previously unobserved viewpoints. The GQN demonstrates representation learning without human labels or domain knowledge, paving the way toward machines that autonomously learn to understand the world around them.


Assuntos
Aprendizado de Máquina , Redes Neurais de Computação , Visão Ocular
19.
Bioconjug Chem ; 28(4): 986-994, 2017 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-28085254

RESUMO

There is a growing demand for diagnostic procedures including in vivo tumor imaging. Radiometal-based imaging agents are advantageous for tumor imaging because radiometals (i) have a wide range of half-lives and (ii) are easily incorporated into imaging probes via a mild, rapid chelation event with a bifunctional chelator (BFC). Microfluidic platforms hold promise for synthesis of radiotracers because they can easily handle minute volumes, reduce consumption of expensive reagents, and minimize personnel exposure to radioactive compounds. Here we demonstrate the use of a "click chip" with an immobilized Cu(I) catalyst to facilitate the "click chemistry" conjugation of BFCs to biomolecules (BMs); a key step in the synthesis of radiometal-based imaging probes. The "click chip" was used to synthesize three different BM-BFC conjugates with minimal amounts of copper present in reaction solutions (∼20 ppm), which reduces or obviates the need for a copper removal step. These initial results are promising for future endeavors of synthesizing radiometal-based imaging agents completely on chip.


Assuntos
Alcinos/química , Azidas/química , Quelantes/química , Química Click/métodos , Cobre/química , Reação de Cicloadição/métodos , Compostos Radiofarmacêuticos/síntese química , Catálise , Desenho de Equipamento , Dispositivos Lab-On-A-Chip , Imagem Molecular , Compostos Radiofarmacêuticos/química
20.
Sci Rep ; 6: 38808, 2016 12 16.
Artigo em Inglês | MEDLINE | ID: mdl-27982047

RESUMO

Ketamine is a psychotomimetic and antidepressant drug. Although antagonism of cell-surface NMDA receptors (NMDARs) may trigger ketamine's psychoactive effects, ketamine or its major metabolite norketamine could act intracellularly to produce some behavioral effects. To explore the viability of this latter hypothesis, we examined intracellular accumulation of novel visualizable analogues of ketamine/norketamine. We introduced an alkyne "click" handle into norketamine (alkyne-norketamine, A-NK) at the key nitrogen atom. Ketamine, norketamine, and A-NK, but not A-NK-amide, showed acute and persisting psychoactive effects in mice. This psychoactivity profile paralleled activity of the compounds as NMDAR channel blockers; A-NK-amide was inactive at NMDARs, and norketamine and A-NK were active but ~4-fold less potent than ketamine. We incubated rat hippocampal cells with 10 µM A-NK or A-NK-amide then performed Cu2+ catalyzed cycloaddition of azide-Alexa Fluor 488, which covalently attaches the fluorophore to the alkyne moiety in the compounds. Fluorescent imaging revealed intracellular localization of A-NK but weak A-NK-amide labeling. Accumulation was not dependent on membrane potential, NMDAR expression, or NMDAR activity. Overall, the approach revealed a correlation among NMDAR activity, intracellular accumulation/retention, and behavioral effects. Thus, we advance first generation chemical biology tools to aid in the identification of ketamine targets.


Assuntos
Antidepressivos , Comportamento Animal/efeitos dos fármacos , Ketamina , Potenciais da Membrana/efeitos dos fármacos , Neurônios/metabolismo , Receptores de N-Metil-D-Aspartato/metabolismo , Animais , Antidepressivos/farmacocinética , Antidepressivos/farmacologia , Química Click , Ketamina/análogos & derivados , Ketamina/farmacocinética , Ketamina/farmacologia , Masculino , Camundongos , Receptores de N-Metil-D-Aspartato/antagonistas & inibidores
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