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1.
Plant J ; 112(5): 1176-1193, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36219491

RESUMO

The Alfin-like (AL) family is a group of small plant-specific transcriptional factors involved in abiotic stresses in dicotyledon. In an early study, we found an AL gene in rice that was associated with grain yield under drought stress. However, little information is known about the AL family in rice. In this study, AL genes in the rice genome were identified, and the OsAL proteins were found to locate in the nucleus and have no transcriptional self-activation activity. The expression of the OsALs was regulated by different environmental stimulations and plant hormones. Association and domestication analysis revealed that natural variation of most OsALs was significantly associated with yield traits, drought resistance and divergence in grain size in indica and japonica rice varieties. Hap1 of OsAL7.1 and Hap7 of OsAL11 were favorable haplotypes of seed weight and germination under osmotic stress. Furthermore, osal7.1 and osal11 mutants have larger seeds and are more sensitive to abscisic acid and mannitol during germination stage. Overexpressing of OsAL7.1 and OsAL11 in rice weakened the tolerance to drought in the adult stage. Thus, our work provides informative knowledge for exploring and harnessing haplotype diversity of OsALs to improve yield stability under drought stress.


Assuntos
Oryza , Oryza/genética , Oryza/metabolismo , Secas , Sementes/genética , Sementes/metabolismo , Germinação , Estresse Fisiológico/genética , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Regulação da Expressão Gênica de Plantas/genética
2.
Chaos ; 33(6)2023 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-37368043

RESUMO

We extend the methodology in Yang et al. [SIAM J. Appl. Dyn. Syst. 22, 269-310 (2023)] to learn autonomous continuous-time dynamical systems from invariant measures. The highlight of our approach is to reformulate the inverse problem of learning ODEs or SDEs from data as a PDE-constrained optimization problem. This shift in perspective allows us to learn from slowly sampled inference trajectories and perform uncertainty quantification for the forecasted dynamics. Our approach also yields a forward model with better stability than direct trajectory simulation in certain situations. We present numerical results for the Van der Pol oscillator and the Lorenz-63 system, together with real-world applications to Hall-effect thruster dynamics and temperature prediction, to demonstrate the effectiveness of the proposed approach.

3.
Chaos ; 33(10)2023 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-37831790

RESUMO

Motivated by the computational difficulties incurred by popular deep learning algorithms for the generative modeling of temporal densities, we propose a cheap alternative that requires minimal hyperparameter tuning and scales favorably to high-dimensional problems. In particular, we use a projection-based optimal transport solver [Meng et al.,Advances in Neural Information Processing Systems (Curran Associates, 2019), Vol. 32] to join successive samples and, subsequently, use transport splines (Chewi et al., 2020) to interpolate the evolving density. When the sampling frequency is sufficiently high, the optimal maps are close to the identity and are, thus, computationally efficient to compute. Moreover, the training process is highly parallelizable as all optimal maps are independent and can, thus, be learned simultaneously. Finally, the approach is based solely on numerical linear algebra rather than minimizing a nonconvex objective function, allowing us to easily analyze and control the algorithm. We present several numerical experiments on both synthetic and real-world datasets to demonstrate the efficiency of our method. In particular, these experiments show that the proposed approach is highly competitive compared with state-of-the-art normalizing flows conditioned on time across a wide range of dimensionalities.

4.
Bioconjug Chem ; 32(7): 1306-1314, 2021 07 21.
Artigo em Inglês | MEDLINE | ID: mdl-33475350

RESUMO

The overexpression of CD146 in breast cancer is considered a hallmark of tumor progression and metastasis, particularly in triple negative breast cancer. Aimed at imaging differential CD146 expressions in breast cancer, a noninvasive method for predictive prognosis and diagnosis was investigated using a 64Cu-labeled CD146-specific monoclonal antibody, YY146. CD146 expression was screened in human breast cancer cell lines using Western blotting. Binding ability was evaluated using flow cytometry and immunofluorescent staining. YY146 was conjugated with 1,4,7-triazacyclononane-triacetic acid (NOTA) and radiolabeled with 64Cu following standard procedures. Serial PET or PET/CT imaging was performed in orthotopic and metastatic breast cancer tumor models. Biodistribution was performed after the final time point of imaging. Finally, tissue immunofluorescent staining and hematoxylin and eosin (H&E) staining were performed on tumor tissues. The MDA-MB-435 cell line showed the highest CD146 expression level, whereas MCF-7 had the lowest level at the cellular level. ImmunoPET showed that MDA-MB-435 orthotopic tumors had high and clear radioactive accumulation after the administration of 64Cu-NOTA-YY146. The tumor uptake of 64Cu-NOTA-YY146 in MDA-MB-435 was significantly higher than that in MCF-7 and nonspecific IgG control groups (P < 0.01). Biodistribution verified the PET imaging results. For metastatic models, 64Cu-NOTA-YY146 allowed for the visualization of high radioactivity accumulation in metastatic MDA-MB-435 tumors, which was confirmed by ex vivo biodistribution of lung tissues. H&E staining proved the successful building of metastatic tumor models. Immunofluorescent staining verified the differential expression of CD146 in orthotopic tumors. Therefore, 64Cu-NOTA-YY146 could be used as an immunoPET probe to visualize CD146 in the breast cancer model and is potentially useful for cancer diagnosis, prognosis prediction, and monitoring therapeutic response.


Assuntos
Neoplasias da Mama/diagnóstico por imagem , Metástase Neoplásica , Tomografia por Emissão de Pósitrons/métodos , Animais , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Antígeno CD146/metabolismo , Linhagem Celular Tumoral , Feminino , Humanos , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Nus , Prognóstico
5.
Mol Pharm ; 15(8): 3434-3441, 2018 08 06.
Artigo em Inglês | MEDLINE | ID: mdl-29889530

RESUMO

Peripheral arterial disease (PAD) consists of a persistent obstruction of lower-extremity arteries further from the aortic bifurcation attributable to atherosclerosis. PAD is correlated with an elevated risk of morbidity and mortality as well as of deterioration of the quality of life with claudication and chronic leg ischemia being the most frequent complications. Therapeutic angiogenesis is a promising therapeutic strategy that aims to restore the blood flow to the ischemic limb. In this context, assessing the efficacy of pro-angiogenic treatment using a reliable noninvasive imaging technique would greatly benefit the implementation of this therapeutic approach. Herein, we describe the angiogenesis and perfusion recovery characteristics of a mouse model of PAD via in vivo positron emission tomography (PET) imaging of CD146 expression. For that, ischemia was generated by ligation and excision of the right femoral artery of Balb/C mice and confirmed through laser Doppler imaging. The angiogenic process, induced by ischemia, was noninvasively monitored and quantified through PET imaging of CD146 expression in the injured leg using a 64Cu-labeled anti-CD146 monoclonal antibody, 64Cu-NOTA-YY146, at post-operative days 3, 10, and 17. The CD146-specific character of 64Cu-NOTA-YY146 was verified via a blocking study performed in another cohort at day 10 after surgery. Tracer uptake was correlated with in situ CD146 expression by histological analysis. PET scan results indicated that 64Cu-NOTA-YY146 uptake in the injured leg was significantly higher, with the highest uptake with a value of 14.1 ± 2.0 %ID/g at post-operative day 3, compared to the normal contralateral hindlimb, at all time points (maximum uptake of 2.2 ± 0.2 %ID/g). The pre-injection of a blocking dose resulted in a significantly lower tracer uptake in the ischemic hindlimb on day 10 after surgery, confirming tracer specificity. CD146/CD31 immunofluorescent co-staining showed an excellent correlation between the high uptake of the tracer with in situ CD146 expression levels and a marked co-localization of CD146 and CD31 signals. In conclusion, persistent and CD146-specific tracer accumulation in the ischemic hindlimb was observed, confirming the feasibility of 64Cu-NOTA-YY146 to be used as an imaging agent to monitor the progression of angiogenesis and recovery in future PAD research.


Assuntos
Anticorpos Monoclonais/administração & dosagem , Isquemia/diagnóstico por imagem , Doença Arterial Periférica/diagnóstico por imagem , Animais , Anticorpos Monoclonais/química , Antígeno CD146/antagonistas & inibidores , Antígeno CD146/metabolismo , Radioisótopos de Cobre/administração & dosagem , Radioisótopos de Cobre/química , Modelos Animais de Doenças , Feminino , Artéria Femoral/diagnóstico por imagem , Compostos Heterocíclicos com 1 Anel/administração & dosagem , Compostos Heterocíclicos com 1 Anel/química , Membro Posterior/irrigação sanguínea , Humanos , Isquemia/etiologia , Isquemia/patologia , Fluxometria por Laser-Doppler , Camundongos , Camundongos Endogâmicos BALB C , Imagem Molecular/métodos , Doença Arterial Periférica/etiologia , Doença Arterial Periférica/patologia , Tomografia por Emissão de Pósitrons/métodos , Microtomografia por Raio-X
6.
Proc Natl Acad Sci U S A ; 112(41): 12806-11, 2015 Oct 13.
Artigo em Inglês | MEDLINE | ID: mdl-26417085

RESUMO

Early diagnosis remains a task of upmost importance for reducing cancer morbidity and mortality. Successful development of highly specific companion diagnostics targeting aberrant molecular pathways of cancer is needed for sensitive detection, accurate diagnosis, and opportune therapeutic intervention. Herein, we generated a bispecific immunoconjugate [denoted as Bs-F(ab)2] by linking two antibody Fab fragments, an anti-epidermal growth factor receptor (EGFR) Fab and an anti-CD105 Fab, via bioorthogonal "click" ligation of trans-cyclooctene and tetrazine. PET imaging of mice bearing U87MG (EGFR/CD105(+/+)) tumors with (64)Cu-labeled Bs-F(ab)2 revealed a significantly enhanced tumor uptake [42.9 ± 9.5 percentage injected dose per gram (%ID/g); n = 4] and tumor-to-background ratio (tumor/muscle ratio of 120.2 ± 44.4 at 36 h postinjection; n = 4) compared with each monospecific Fab tracer. Thus, we demonstrated that dual targeting of EGFR and CD105 provides a synergistic improvement on both affinity and specificity of (64)Cu-NOTA-Bs-F(ab)2. (64)Cu-NOTA-Bs-F(ab)2 was able to visualize small U87MG tumor nodules (<5 mm in diameter), owing to high tumor uptake (31.4 ± 10.8%ID/g at 36 h postinjection) and a tumor/muscle ratio of 76.4 ± 52.3, which provided excellent sensitivity for early detection. Finally, we successfully confirmed the feasibility of a ZW800-1-labeled Bs-F(ab)2 for near-infrared fluorescence imaging and image-guided surgical resection of U87MG tumors. More importantly, our rationale can be used in the construction of other disease-targeting bispecific antibody fragments for early detection and diagnosis of small malignant lesions.


Assuntos
Anticorpos Biespecíficos/farmacologia , Anticorpos Antineoplásicos/farmacologia , Neoplasias Encefálicas/diagnóstico por imagem , Meios de Contraste/farmacologia , Fragmentos Fab das Imunoglobulinas/farmacologia , Neoplasias Experimentais/diagnóstico por imagem , Tomografia por Emissão de Pósitrons , Animais , Anticorpos Biespecíficos/química , Anticorpos Antineoplásicos/química , Química Click , Meios de Contraste/química , Fragmentos Fab das Imunoglobulinas/química , Camundongos , Radiografia
7.
Proc Natl Acad Sci U S A ; 112(47): E6525-34, 2015 Nov 24.
Artigo em Inglês | MEDLINE | ID: mdl-26553993

RESUMO

Given the highly heterogeneous character of brain malignancies and the associated implication for its proper diagnosis and treatment, finding biomarkers that better characterize this disease from a molecular standpoint is imperative. In this study, we evaluated CD146 as a potential molecular target for diagnosis and targeted therapy of glioblastoma multiforme (GBM), the most common and lethal brain malignancy. YY146, an anti-CD146 monoclonal antibody, was generated and radiolabeled for noninvasive positron-emission tomography (PET) imaging of orthotopic GBM models. (64)Cu-labeled YY146 preferentially accumulated in the tumors of mice bearing U87MG xenografts, which allowed the acquisition of high-contrast PET images of small tumor nodules (∼ 2 mm). Additionally, we found that tumor uptake correlated with the levels of CD146 expression in a highly specific manner. We also explored the potential therapeutic effects of YY146 on the cancer stem cell (CSC) and epithelial-to-mesenchymal (EMT) properties of U87MG cells, demonstrating that YY146 can mitigate those aggressive phenotypes. Using YY146 as the primary antibody, we performed histological studies of World Health Organization (WHO) grades I through IV primary gliomas. The positive correlation found between CD146-positive staining and high tumor grade (χ(2) = 9.028; P = 0.029) concurred with the GBM data available in The Cancer Genome Atlas (TCGA) and validated the clinical value of YY146. In addition, we demonstrate that YY146 can be used to detect CD146 in various cancer cell lines and human resected tumor tissues of multiple other tumor types (gastric, ovarian, liver, and lung), indicating a broad applicability of YY146 in solid tumors.


Assuntos
Anticorpos Monoclonais/farmacologia , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/imunologia , Antígeno CD146/metabolismo , Glioma/diagnóstico por imagem , Glioma/imunologia , Tomografia por Emissão de Pósitrons , Animais , Formação de Anticorpos/efeitos dos fármacos , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Células Clonais , Radioisótopos de Cobre , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Citometria de Fluxo , Imunofluorescência , Glioma/patologia , Humanos , Imageamento por Ressonância Magnética , Camundongos Nus , Gradação de Tumores , Células-Tronco Neoplásicas/efeitos dos fármacos , Células-Tronco Neoplásicas/patologia , Fenótipo , Biossíntese de Proteínas/efeitos dos fármacos , Tela Subcutânea/efeitos dos fármacos , Tela Subcutânea/metabolismo , Fatores de Tempo , Distribuição Tecidual/efeitos dos fármacos , Tomografia Computadorizada por Raios X , Transcrição Gênica/efeitos dos fármacos , Ensaios Antitumorais Modelo de Xenoenxerto
8.
Mol Pharm ; 14(10): 3239-3247, 2017 10 02.
Artigo em Inglês | MEDLINE | ID: mdl-28825843

RESUMO

CD146 has been identified as an excellent biomarker for lung cancer as its overexpression in solid tumors has been linked to disease progression, invasion, and metastasis. Previously, our group described a positive correlation between 64Cu-labeled YY146 uptake and increased expression of CD146 in six human lung cancer cell lines using subcutaneous tumor models. In this study, we investigate a monoclonal antibody called YY146 for immunoPET imaging of CD146 in two intrapulmonary metastasis models of non-small cell lung cancer (NSCLC). The binding and immunoreactivity of the tracer were assessed by in vitro assays. Radiolabeling of YY146 with positron emitting Cu-64 (64Cu-NOTA-YY146) enabled PET imaging of intrapulmonary metastasis. Mice were intravenously injected with two million tumor cells, and CT imaging was used to verify the presence of lung metastases. 64Cu-NOTA-YY146 was injected into tumor-bearing mice, and animals were subjected to PET/CT imaging at 4, 24, and 48 h postinjection. Both the average and maximum lung PET signal intensities were quantified and compared between high and low CD146-expressing metastases. Further validation was accomplished through immunofluorescence imaging of resected tissues with CD31 and CD146. In flow cytometry, YY146 revealed strong binding to CD146 in H460 cells due to its high expression with minimal binding to CD146-low expressing H358 cells. Both YY146 and NOTA-YY146 showed similar binding, suggesting that NOTA conjugation did not elicit any negative effects on its binding affinity. Imaging of 64Cu-NOTA-YY146 in H460 tumor-bearing mice revealed rapid, persistent, and highly specific tracer accumulation. Uptake of 64Cu-NOTA-YY146 in the whole lung was calculated for H460 and H358 as 7.43 ± 0.38 and 3.95 ± 0.47% ID/g at 48 h postinjection (n = 4, p < 0.05), and the maximum lung signals were determined to be 13.85 ± 1.07 (H460) and 6.08 ± 0.73% ID/g (H358) at equivalent time points (n = 4, p < 0.05). To ensure the specificity of the tracer, a nonspecific antibody was injected into H460 tumor-bearing mice. Ex vivo biodistribution and immunofluorescence imaging validated the PET findings. In summary, 64Cu-NOTA-YY146 allowed for successful imaging of CD146-expressing intrapulmonary metastases of NSCLC in mice. This preliminary study provides evidence supporting the future clinical utilization of 64Cu-NOTA-YY146 for possible treatment monitoring of CD146-targeted therapy or improving patient stratification.


Assuntos
Anticorpos Monoclonais/farmacologia , Biomarcadores Tumorais/metabolismo , Carcinoma Pulmonar de Células não Pequenas/diagnóstico por imagem , Neoplasias Pulmonares/diagnóstico por imagem , Imagem Molecular/métodos , Animais , Anticorpos Monoclonais/química , Biomarcadores Tumorais/imunologia , Antígeno CD146/imunologia , Antígeno CD146/metabolismo , Carcinoma Pulmonar de Células não Pequenas/imunologia , Carcinoma Pulmonar de Células não Pequenas/patologia , Linhagem Celular Tumoral , Radioisótopos de Cobre , Feminino , Citometria de Fluxo , Imunofluorescência , Compostos Heterocíclicos , Compostos Heterocíclicos com 1 Anel , Humanos , Neoplasias Pulmonares/imunologia , Neoplasias Pulmonares/patologia , Camundongos , Camundongos Nus , Molécula-1 de Adesão Celular Endotelial a Plaquetas/metabolismo , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Traçadores Radioativos , Distribuição Tecidual , Ensaios Antitumorais Modelo de Xenoenxerto
9.
Eur J Nucl Med Mol Imaging ; 43(12): 2169-2179, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27342417

RESUMO

PURPOSE: Overexpression of CD146 in solid tumors has been linked to disease progression, invasion, and metastasis. We describe the generation of a 64Cu-labeled CD146-specific antibody and its use for quantitative immunoPET imaging of CD146 expression in six lung cancer models. METHODS: The anti-CD146 antibody (YY146) was conjugated to 1,4,7-triazacyclononane-triacetic acid (NOTA) and radiolabeled with 64Cu. CD146 expression was evaluated in six human lung cancer cell lines (A549, NCI-H358, NCI-H522, HCC4006, H23, and NCI-H460) by flow cytometry and quantitative western blot studies. The biodistribution and tumor uptake of 64Cu-NOTA-YY146 was assessed by sequential PET imaging in athymic nude mice bearing subcutaneous lung cancer xenografts. The correlation between CD146 expression and tumor uptake of 64Cu-NOTA-YY146 was evaluated by graphical software while ex vivo biodistribution and immunohistochemistry studies were performed to validate the accuracy of PET data and spatial expression of CD146. RESULTS: Flow cytometry and western blot studies showed similar findings with H460 and H23 cells showing high levels of expression of CD146. Small differences in CD146 expression levels were found among A549, H4006, H522, and H358 cells. Tumor uptake of 64Cu-NOTA-YY146 was highest in CD146-expressing H460 and H23 tumors, peaking at 20.1 ± 2.86 and 11.6 ± 2.34 %ID/g at 48 h after injection (n = 4). Tumor uptake was lowest in the H522 model (4.1 ± 0.98 %ID/g at 48 h after injection; n = 4), while H4006, A549 and H358 exhibited similar uptake of 64Cu-NOTA-YY146. A positive correlation was found between tumor uptake of 64Cu-NOTA-YY146 (%ID/g) and relative CD146 expression (r 2 = 0.98, p < 0.01). Ex vivo biodistribution confirmed the accuracy of the PET data. CONCLUSION: The strong correlation between tumor uptake of 64Cu-NOTA-YY146 and CD146 expression demonstrates the potential use of this radiotracer for imaging tumors that elicit varying levels of CD146. In the future, this tool may promote enhanced monitoring of therapeutic response and improved patient stratification.


Assuntos
Anticorpos Monoclonais/imunologia , Complexos de Coordenação/imunologia , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/imunologia , Peptídeos/imunologia , Tomografia por Emissão de Pósitrons/métodos , Animais , Antígeno CD146/imunologia , Linhagem Celular Tumoral , Feminino , Humanos , Camundongos , Camundongos Nus , Imagem Molecular/métodos , Compostos Radiofarmacêuticos/imunologia , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
10.
Mol Pharm ; 13(7): 2563-70, 2016 07 05.
Artigo em Inglês | MEDLINE | ID: mdl-27280694

RESUMO

Recently, the overexpression of CD146 and its potential as a therapeutic target in high-grade gliomas, the most lethal type of brain cancer, was uncovered. In this study, we describe the generation of (89)Zr-Df-YY146, a novel (89)Zr-labeled monoclonal antibody (mAb) for the targeting and quantification of CD146 expression in a mouse model of glioblastoma, using noninvasive immunoPET imaging. YY146, a high affinity anti-CD146 mAb, was conjugated to deferoxamine (Df) for labeling with the long-lived positron emitter (89)Zr (t1/2: 78.4 h). In vitro assays, including flow cytometry, immunofluorescence microscopy, and Western blot, were performed with two glioblastoma cell lines, U87MG and U251, to determine their CD146 expression levels. Also, YY146 and Df-YY146's CD146-binding affinities were compared using flow cytometry. In vivo CD146-targeting of (89)Zr-Df-YY146 was evaluated by sequential PET imaging, in athymic nude mice bearing subcutaneously implanted U87MG or U251 tumors. CD146 blocking, ex vivo biodistribution, and histological studies were carried out to confirm (89)Zr-Df-YY146 specificity, as well as the accuracy of PET data. In vitro studies exposed elevated CD146 expression levels in U87MG cells, but negligible levels in U251 cells. Flow cytometry revealed no differences in affinity between YY146 and Df-YY146. (89)Zr labeling of Df-YY146 proceeded with excellent yield (∼80%), radiochemical purity (>95%), and specific activity (∼44 GBq/µmol). Longitudinal PET revealed prominent and persistent (89)Zr-Df-YY146 uptake in mice bearing U87MG tumors that peaked at 14.00 ± 3.28%ID/g (n = 4), 48 h post injection of the tracer. Conversely, uptake was significantly lower in CD146-negative U251 tumors (5.15 ± 0.99%ID/g, at 48 h p.i.; n = 4; P < 0.05). Uptake in U87MG tumors was effectively blocked in a competitive inhibition experiment, corroborating the CD146 specificity of (89)Zr-Df-YY146. Finally, ex vivo biodistribution validated the accuracy of PET data and histological examination successfully correlated tracer uptake with in situ CD146 expression. Prominent, persistent, and specific uptake of (89)Zr-Df-YY146 was observed in brain tumors, demonstrating the potential of this radiotracer for noninvasive PET imaging of CD146 expression. In a future clinical scenario, (89)Zr-Df-YY146 may serve as a tool to guide intervention and assess response to CD146-targeted therapies.


Assuntos
Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/metabolismo , Antígeno CD146/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Anticorpos Monoclonais/metabolismo , Western Blotting , Linhagem Celular Tumoral , Citometria de Fluxo , Humanos , Microscopia Confocal , Microscopia de Fluorescência , Radioquímica
11.
Eur J Nucl Med Mol Imaging ; 42(12): 1859-68, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26016906

RESUMO

PURPOSE: Our goal was to demonstrate that suitably derivatized monomeric RGD peptide-based PET tracers, targeting integrin αvß3, may offer advantages in image contrast, time for imaging, and low uptake in nontarget tissues. METHODS: Two cyclic RGDfK derivatives, (PEG)2-c(RGDfK) and PEG4-SAA4-c(RGDfK), were constructed and conjugated to NOTA for (64)Cu labeling. Their integrin αvß3-binding properties were determined via a competitive cell binding assay. Mice bearing U87MG tumors were intravenously injected with each of the (64)Cu-labeled peptides, and PET scans were acquired during the first 30 min, and 2 and 4 h after injection. Blocking and ex vivo biodistribution studies were carried out to validate the PET data and confirm the specificity of the tracers. RESULTS: The IC50 values of NOTA-(PEG)2-c(RGDfK) and NOTA-PEG4-SAA4-c(RGDfK) were 444 ± 41 nM and 288 ± 66 nM, respectively. Dynamic PET data of (64)Cu-NOTA-(PEG)2-c(RGDfK) and (64)Cu-NOTA-PEG4-SAA4-c(RGDfK) showed similar circulation t 1/2 and peak tumor uptake of about 4 %ID/g for both tracers. Due to its marked hydrophilicity, (64)Cu-NOTA-PEG4-SAA4-c(RGDfK) provided faster clearance from tumor and normal tissues yet maintained excellent tumor-to-background ratios. Static PET scans at later time-points corroborated the enhanced excretion of the tracer, especially from abdominal organs. Ex vivo biodistribution and receptor blocking studies confirmed the accuracy of the PET data and the integrin αvß3-specificity of the peptides. CONCLUSION: Our two novel RGD-based radiotracers with optimized pharmacokinetic properties allowed fast, high-contrast PET imaging of tumor-associated integrin αvß3. These tracers may facilitate the imaging of abdominal malignancies, normally precluded by high background uptake.


Assuntos
Radioisótopos de Cobre , Integrina alfaVbeta3/metabolismo , Oligopeptídeos , Tomografia por Emissão de Pósitrons/métodos , Animais , Ligação Competitiva , Linhagem Celular Tumoral , Estabilidade de Medicamentos , Feminino , Humanos , Marcação por Isótopo , Masculino , Camundongos , Oligopeptídeos/química , Oligopeptídeos/metabolismo , Oligopeptídeos/farmacocinética , Traçadores Radioativos , Distribuição Tecidual
12.
Eur J Nucl Med Mol Imaging ; 42(8): 1295-303, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25801992

RESUMO

PURPOSE: To date, there is no effective therapy for triple-negative breast cancer (TNBC), which has a dismal clinical outcome. Upregulation of tissue factor (TF) expression leads to increased patient morbidity and mortality in many solid tumor types, including TNBC. Our goal was to employ the Fab fragment of ALT-836, a chimeric anti-human TF mAb, for PET imaging of TNBC, which can be used to guide future TNBC therapy. METHODS: ALT-836-Fab was generated by enzymatic papain digestion. SDS-PAGE and FACS studies were performed to evaluate the integrity and TF binding affinity of ALT-836-Fab before NOTA conjugation and (64)Cu-labeling. Serial PET imaging and biodistribution studies were carried out to evaluate the tumor targeting efficacy and pharmacokinetics in the MDA-MB-231 TNBC model, which expresses high levels of TF on the tumor cells. Blocking studies, histological assessment, as well as RT-PCR were performed to confirm TF specificity of (64)Cu-NOTA-ALT-836-Fab. RESULTS: ALT-836-Fab was produced with high purity, which exhibited superb TF binding affinity and specificity. Serial PET imaging revealed rapid and persistent tumor uptake of (64)Cu-NOTA-ALT-836-Fab (5.1 ± 0.5 %ID/g at 24 h post-injection; n = 4) and high tumor/muscle ratio (7.0 ± 1.2 at 24 h post-injection; n = 4), several-fold higher than that of the blocking group and tumor models that do not express significant level of TF, which was confirmed by biodistribution studies. TF specificity of the tracer was also validated by histology and RT-PCR. CONCLUSION: (64)Cu-NOTA-ALT-836-Fab exhibited prominent tissue factor targeting efficiency in MDA-MB-231 TNBC model. The use of a Fab fragment led to fast tumor uptake and good tissue/muscle ratio, which may be translated into same-day immunoPET imaging in the clinical setting to improve TNBC patient management.


Assuntos
Fragmentos Fab das Imunoglobulinas/farmacologia , Neoplasias Mamárias Experimentais/diagnóstico por imagem , Compostos Organometálicos/farmacocinética , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos/farmacocinética , Tromboplastina/metabolismo , Neoplasias de Mama Triplo Negativas/diagnóstico por imagem , Animais , Linhagem Celular Tumoral , Radioisótopos de Cobre/química , Feminino , Humanos , Fragmentos Fab das Imunoglobulinas/química , Fragmentos Fab das Imunoglobulinas/imunologia , Camundongos , Compostos Organometálicos/síntese química , Compostos Radiofarmacêuticos/síntese química , Tromboplastina/genética , Tromboplastina/imunologia , Distribuição Tecidual
13.
Mol Pharm ; 11(8): 2954-61, 2014 Aug 04.
Artigo em Inglês | MEDLINE | ID: mdl-25054618

RESUMO

The overexpression of integrin αvß3 has been linked to tumor aggressiveness and metastasis in several cancer types. Because of its high affinity, peptides containing the arginine-glycine-aspartic acid (RGD) motif have been proven valuable vectors for noninvasive imaging of integrin αvß3 expression and for targeted radionuclide therapy. In this study, we aim to develop a (44)Sc-labeled RGD-based peptide for in vivo positron emission tomography (PET) imaging of integrin αvß3 expression in a preclinical cancer model. High quality (44)Sc (t1/2, 3.97 h; ß(+) branching ratio, 94.3%) was produced inexpensively in a cyclotron, via proton irradiation of natural Ca metal targets, and separated by extraction chromatography. A dimeric cyclic-RGD peptide, (cRGD)2, was conjugated to 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid (DOTA) and radiolabeled with (44)Sc in high yield (>90%) and specific activity (7.4 MBq/nmol). Serial PET imaging of mice bearing U87MG tumor xenografts showed elevated (44)Sc-DOTA-(cRGD)2 uptake in the tumor tissue of 3.93 ± 1.19, 3.07 ± 1.17, and 3.00 ± 1.25 %ID/g at 0.5, 2, and 4 h postinjection, respectively (n = 3), which were validated by ex vivo biodistribution experiments. The integrin αvß3 specificity of the tracer was corroborated, both in vitro and in vivo, by competitive cell binding and receptor blocking assays. These results parallel previously reported studies showing similar tumor targeting and pharmacokinetic profiles for dimeric cRGD peptides labeled with (64)Cu or (68)Ga. Our findings, together with the advantageous radionuclidic properties of (44)Sc, capitalize on the relevance of this isotope as an attractive alternative isotope to more established radiometals for small molecule-based PET imaging, and as imaging surrogate of (47)Sc in theranostic applications.


Assuntos
Peptídeos/química , Tomografia por Emissão de Pósitrons/métodos , Radioisótopos , Escândio/química , Motivos de Aminoácidos , Animais , Ligação Competitiva , Cálcio/química , Linhagem Celular Tumoral , Modelos Animais de Doenças , Compostos Heterocíclicos com 1 Anel/química , Humanos , Processamento de Imagem Assistida por Computador , Concentração Inibidora 50 , Integrina alfaVbeta3/metabolismo , Camundongos , Imagem Molecular/métodos , Transplante de Neoplasias , Neoplasias/irrigação sanguínea , Oligopeptídeos/química , Distribuição Tecidual
14.
Adv Mater ; 36(3): e2307929, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37856705

RESUMO

Combination therapy has emerged as a promising approach for effective tumor treatment. However, the combination of sonodynamic therapy (SDT) and hypoxia-activated prodrugs (HAPs) has not been explored due to the contradictory requirement of oxygen (O2 ) for reactive oxygen species (ROS) generation and the necessity to avoid O2 for the activation of HAPs. In this study, this challenge is addressed by developing BiOCl-Au-Ag2 S Z-scheme heterostructure nanoparticles loaded with tirapazamine (TPZ) to achieve O2 -independent therapy. These nanoparticles demonstrate efficient electron-hole separation under ultrasound irradiation while maintaining a high redox potential. The generated holes react with water to efficiently produce hydroxyl radicals, while the electrons autonomously activate TPZ, negating the need for O2 . In vitro and in vivo assessments validate the effective tumor elimination by these Z-scheme nanoparticles without disrupting the hypoxic environment. This innovative design overcomes the limitations associated with O2 requirement in SDT and introduces a novel strategy for HAP activation and synergistic therapy between ROS and HAPs-based therapy.


Assuntos
Nanopartículas , Neoplasias , Pró-Fármacos , Humanos , Oxigênio , Espécies Reativas de Oxigênio , Pró-Fármacos/química , Tirapazamina/química , Hipóxia , Neoplasias/tratamento farmacológico , Linhagem Celular Tumoral
15.
Waste Manag ; 170: 8-16, 2023 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-37531741

RESUMO

The application of straw biochar to chicken manure composting mitigated nitrogen loss. However, the impact of biochar derived from different types of straw on nitrogen fixation in chicken manure composting is discrepant, and the specific pathways remain unclear. Therefore, this study aimed to clarify the specific pathways of maize straw biochar (M) and rice straw biochar (R) to improve nitrogen fixation during chicken manure composting. The nitrogen losses in control (no addition, CK), M, and R composting were 51.84 %, 33.47 %, and 38.24 %, respectively, suggesting that adding straw biochar effectively improved nitrogen fixation. Microbial community analysis suggested that inhibiting denitrification and NH4+-N transformation by microorganisms was the primary means of improving nitrogen fixation. Meanwhile, biochar addition reduced the number of bacteria participating in nitrogen transformation and strengthened the NO3--N and total organic nitrogen transformation processes, among which the effect of M composting was stronger. The stronger effect was attributed to the significant role of the core microorganisms in M composting in shifting the transformation processes of the nitrogen components (P < 0.05). Therefore, the function of different straw biochar was determined by its different impacts on the microbial community, highlighting the important role of microbial community variability.


Assuntos
Compostagem , Microbiota , Animais , Galinhas , Esterco , Fixação de Nitrogênio , Solo , Carvão Vegetal , Nitrogênio
16.
Acta Biomater ; 171: 495-505, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37739250

RESUMO

Photoactivated immunotherapy has promising therapeutic efficacy for treating malignancies, especially metastatic tumors. In this study, an erythrocyte membrane-encapsulated copper indium selenium (RCIS) semiconductor nanomaterial was developed to eliminate primary and metastatic tumors, in which copper ions can induce chemodynamic performance, and the narrow band gap endows RCIS with the properties of near-infrared (NIR) light-activated photothermal and photodynamic amplified immunotherapy. Furthermore, RCIS can be used as a nanocarrier to form RNCIS nanoparticles (NPs) by loading NLG919, which blocks the indoleamine 2,3-dioxygenase-1. Under NIR light irradiation, RNCIS NPs release NLG919 at tumor sites via photothermal properties, thereby promoting the recruitment of cytotoxic T lymphocytes and M1 polarization of macrophages, targeting the activation and amplification of immune responses. Herein, in vitro and in vivo studies showed that RNCIS NPs effectively kill cancer cells and eliminate primary and metastatic tumors. Therefore, this study suggests that semiconductor nanomaterials with narrow bandgaps have great potential as photoimmunotherapy agents and NIR light-responsive nanocarriers for controlled release, providing a great paradigm for synergetic tumor photoimmunotherapy. STATEMENT OF SIGNIFICANCE: The Erythrocyte membrane-coated, NLG919-loaded copper indium selenium (RNCIS) semiconductor was designed for eliminating primary and metastatic tumors. RNCIS exhibits chemodynamic, photodynamic, and photothermal activated immunotherapy by inhibiting indoleamine 2,3-dioxygenase-1. This can enhance the recruitment of cytotoxic T lymphocyte and M1 polarization of macrophage, leading to higher synergetic photo-immune therapeutic efficacy.


Assuntos
Nanopartículas , Nanoestruturas , Neoplasias , Selênio , Humanos , Linfócitos T Citotóxicos/patologia , Selênio/farmacologia , Cobre/farmacologia , Índio , Indolamina-Pirrol 2,3,-Dioxigenase , Neoplasias/patologia , Nanopartículas/uso terapêutico , Imunoterapia , Macrófagos , Linhagem Celular Tumoral
17.
Eur J Nucl Med Mol Imaging ; 39(1): 138-48, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21909753

RESUMO

PURPOSE: High tumor microvessel density correlates with a poor prognosis in multiple solid tumor types. The clinical gold standard for assessing microvessel density is CD105 immunohistochemistry on paraffin-embedded tumor specimens. The goal of this study was to develop an (89)Zr-based PET tracer for noninvasive imaging of CD105 expression. METHODS: TRC105, a chimeric anti-CD105 monoclonal antibody, was conjugated to p-isothiocyanatobenzyl-desferrioxamine (Df-Bz-NCS) and labeled with (89)Zr. FACS analysis and microscopy studies were performed to compare the CD105 binding affinity of TRC105 and Df-TRC105. PET imaging, biodistribution, blocking, and ex-vivo histology studies were performed on 4T1 murine breast tumor-bearing mice to evaluate the pharmacokinetics and tumor-targeting of (89)Zr-Df-TRC105. Another chimeric antibody, cetuximab, was used as an isotype-matched control. RESULTS: FACS analysis of HUVECs revealed no difference in CD105 binding affinity between TRC105 and Df-TRC105, which was further validated by fluorescence microscopy. (89)Zr labeling was achieved with high yield and specific activity. Serial PET imaging revealed that the 4T1 tumor uptake of (89)Zr-Df-TRC105 was 6.1 ± 1.2, 14.3 ± 1.2, 12.4 ± 1.5, 7.1 ± 0.9, and 5.2 ± 0.3 %ID/g at 5, 24, 48, 72, and 96 h after injection, respectively (n = 4), higher than all organs starting from 24 h after injection, which provided excellent tumor contrast. Biodistribution data as measured by gamma counting were consistent with the PET findings. Blocking experiments, control studies with (89)Zr-Df-cetuximab, and ex-vivo histology all confirmed the in vivo target specificity of (89)Zr-Df-TRC105. CONCLUSION: We report here the first successful PET imaging of CD105 expression with (89)Zr as the radiolabel. Rapid, persistent, CD105-specific uptake of (89)Zr-Df-TRC105 in the 4T1 tumor was observed.


Assuntos
Anticorpos Monoclonais , Antígenos CD/metabolismo , Desferroxamina/análogos & derivados , Regulação Neoplásica da Expressão Gênica , Isotiocianatos/química , Tomografia por Emissão de Pósitrons/métodos , Radioisótopos , Receptores de Superfície Celular/metabolismo , Zircônio , Animais , Anticorpos Monoclonais/química , Anticorpos Monoclonais/farmacocinética , Linhagem Celular Tumoral , Desferroxamina/química , Endoglina , Feminino , Humanos , Camundongos
18.
Mol Pharm ; 9(3): 645-53, 2012 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-22292418

RESUMO

CD105 (endoglin) is an independent prognostic marker for poor prognosis in >10 solid tumor types, including breast cancer. The goal of this study was to develop a CD105-specific agent for both positron emission tomography (PET) and near-infrared fluorescence (NIRF) imaging, which can have potential clinical applications in diagnosis and imaged-guided surgery of breast cancer. TRC105, a chimeric anti-CD105 monoclonal antibody, was labeled with both a NIRF dye (i.e., 800CW) and (64)Cu to yield (64)Cu-NOTA-TRC105-800CW. Flow cytometry analysis revealed no difference in CD105 binding affinity/specificity between TRC105 and NOTA-TRC105-800CW. Serial PET imaging revealed that the 4T1 murine breast tumor uptake of (64)Cu-NOTA-TRC105-800CW was 5.2 ± 2.7, 11.0 ± 1.4, and 13.0 ± 0.4% ID/g at 4, 24, and 48 h postinjection respectively. Tumor uptake as measured by ex vivo NIRF imaging exhibited a good linear correlation with the % ID/g values obtained from PET (R = 0.74). Biodistribution data were consistent with the PET/NIRF findings. Blocking experiments, control studies with dual-labeled cetuximab (an isotype-matched control antibody), and histology confirmed the CD105 specificity of (64)Cu-NOTA-TRC105-800CW. Successful PET/NIRF imaging of CD105 expression warrants further investigation and clinical translation of dual-labeled TRC105-based imaging agents.


Assuntos
Anticorpos Monoclonais , Antígenos CD/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Receptores de Superfície Celular/metabolismo , Animais , Linhagem Celular Tumoral , Endoglina , Feminino , Citometria de Fluxo , Humanos , Camundongos , Espectroscopia de Luz Próxima ao Infravermelho
19.
Mol Pharm ; 9(8): 2339-49, 2012 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-22784250

RESUMO

Metastatic breast cancer is incurable. The goal of this study was to develop a positron emission tomography (PET)/near-infrared fluorescent (NIRF) probe for imaging CD105 expression in breast cancer experimental lung metastasis. TRC105, a chimeric anti-CD105 antibody, was dual-labeled with a NIRF dye (IRDye 800CW) and (89)Zr to yield (89)Zr-Df-TRC105-800CW. Luciferase-transfected 4T1 murine breast cancer cells were injected intravenously into female mice to establish the tumor model. Bioluminescence imaging (BLI) was carried out to noninvasively monitor the lung tumor burden. PET imaging revealed that 4T1 lung tumor uptake of (89)Zr-Df-TRC105-800CW was 8.7 ± 1.4, 10.9 ± 0.5, and 9.7 ± 1.1% ID/g at 4, 24, and 48 h postinjection (n = 4), with excellent tumor contrast. Biodistribution studies, blocking, control studies with (89)Zr-Df-cetuximab-800CW, ex vivo BLI/PET/NIRF imaging, and histology all confirmed CD105 specificity of the tracer. Broad clinical potential of TRC105-based agents was shown in many tumor types, which also enabled early detection of small metastasis and intraoperative guidance for tumor removal.


Assuntos
Benzenossulfonatos/uso terapêutico , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/secundário , Indóis/uso terapêutico , Neoplasias Pulmonares/complicações , Neoplasias Pulmonares/diagnóstico , Zircônio , Animais , Benzenossulfonatos/química , Linhagem Celular Tumoral , Feminino , Citometria de Fluxo , Células Endoteliais da Veia Umbilical Humana , Humanos , Indóis/química , Camundongos , Camundongos Endogâmicos BALB C , Zircônio/química
20.
Nano Lett ; 11(9): 3744-50, 2011 Sep 14.
Artigo em Inglês | MEDLINE | ID: mdl-21823599

RESUMO

Herein we demonstrate that intrinsically fluorescent zinc oxide (ZnO) nanowires (NWs) can be adopted for molecularly targeted imaging of cancer cells, after they are functionalized to render water solubility, biocompatibility, and low cellular toxicity. Optical imaging of integrin α(v)ß(3) on U87MG human glioblastoma cells was achieved with RGD peptide-conjugated green fluorescent ZnO NWs, which opened up new avenues of research for investigating ZnO NW-based agents in tumor vasculature-targeted molecular imaging and drug delivery.


Assuntos
Nanopartículas Metálicas/química , Microscopia de Fluorescência/métodos , Nanofios/química , Neoplasias/tratamento farmacológico , Óxido de Zinco/química , Materiais Biocompatíveis/química , Linhagem Celular Tumoral , Humanos , Integrina alfaVbeta3/química , Microscopia Eletrônica de Varredura/métodos , Microscopia Eletrônica de Transmissão/métodos , Modelos Químicos , Neoplasias/patologia , Oligopeptídeos/química , Óptica e Fotônica , Solubilidade
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