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1.
Chembiochem ; 24(23): e202300502, 2023 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-37708237

RESUMEN

The development of designer topological structures is a synthetically challenging endeavor. We present herein bispidine as a platform for the design of molecules with various topologies and functions. The bispidine-based acyclic molecule, which shows intriguing S-shape topology, is discussed. Single-crystal X-ray diffraction studies revealed that this molecule exists in the solid state as two conformational enantiomers. In addition, bispidine-based designer macrocycles were synthesized and investigated for ionophoric properties. Patch clamp experiments revealed that these macrocycles transport both anions and cations non-specifically with at least tenfold higher chloride conductance over the cations under the given experimental conditions. Ultramicroscopy and single-crystal X-ray crystallographic studies indicated that the self-assembling macrocycle forms a tubular assembly. Our design highlights the use of unconventional dihydrogen interactions in nanotube fabrication.


Asunto(s)
Compuestos Bicíclicos Heterocíclicos con Puentes , Ionóforos , Compuestos Bicíclicos Heterocíclicos con Puentes/química , Transporte Biológico , Cationes
2.
Proc Natl Acad Sci U S A ; 114(45): 11914-11919, 2017 11 07.
Artículo en Inglés | MEDLINE | ID: mdl-29078356

RESUMEN

Agonists turn on receptors because they have a higher affinity for active versus resting conformations of the protein. Activation can occur by either of two pathways that connect to form a cycle: Agonists bind to resting receptors that then become active, or resting receptors activate and then bind agonists. We used mutations to construct endplate acetylcholine receptors (AChRs) having only one functional neurotransmitter-binding site and single-channel electrophysiology to measure independently binding constants for four different agonists, to both resting and active conformations of each site. For all agonists and sites, the total free energy change in each pathway was the same, confirming the activation cycle without external energy. Other results show that (i) there is no cooperativity between sites; (ii) agonist association is slower than diffusion in resting receptors but nearly diffusional in active receptors; (iii) whereas resting affinity is determined mainly by agonist association, active affinity is determined mainly by agonist dissociation; and (iv) at each site and for all agonists, receptor activation approximately doubles the agonist-binding free energy. We discuss a two-step mechanism for binding that involves diffusion and a local conformational change ("catch") that is modulated by receptor activation. The results suggest that binding to a resting site and the switch to high affinity are both integral parts of a single allosteric transition. We hypothesize that catch ensures proper signal recognition in complex chemical environments and that binding site compaction is a determinant of both resting and active affinity.


Asunto(s)
Agonistas Colinérgicos/metabolismo , Neurotransmisores/metabolismo , Agonistas Nicotínicos/metabolismo , Receptores Colinérgicos/metabolismo , Receptores Nicotínicos/metabolismo , Acetilcolina/metabolismo , Animales , Sitios de Unión , Activación Enzimática/fisiología , Ratones , Modelos Biológicos , Técnicas de Placa-Clamp , Unión Proteica/fisiología , Receptores Colinérgicos/genética , Receptores Nicotínicos/genética , Transducción de Señal
3.
Bioinformatics ; 33(23): 3852-3860, 2017 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-28174897

RESUMEN

MOTIVATION: We have proposed a mixture model based approach to the concordant integrative analysis of multiple large-scale two-sample expression datasets. Since the mixture model is based on the transformed differential expression test P-values (z-scores), it is generally applicable to the expression data generated by either microarray or RNA-seq platforms. The mixture model is simple with three normal distribution components for each dataset to represent down-regulation, up-regulation and no differential expression. However, when the number of datasets increases, the model parameter space increases exponentially due to the component combination from different datasets. RESULTS: In this study, motivated by the well-known generalized estimating equations (GEEs) for longitudinal data analysis, we focus on the concordant components and assume that the proportions of non-concordant components follow a special structure. We discuss the exchangeable, multiset coefficient and autoregressive structures for model reduction, and their related expectation-maximization (EM) algorithms. Then, the parameter space is linear with the number of datasets. In our previous study, we have applied the general mixture model to three microarray datasets for lung cancer studies. We show that more gene sets (or pathways) can be detected by the reduced mixture model with the exchangeable structure. Furthermore, we show that more genes can also be detected by the reduced model. The Cancer Genome Atlas (TCGA) data have been increasingly collected. The advantage of incorporating the concordance feature has also been clearly demonstrated based on TCGA RNA sequencing data for studying two closely related types of cancer. AVAILABILITY AND IMPLEMENTATION: Additional results are included in a supplemental file. Computer program R-functions are freely available at http://home.gwu.edu/∼ylai/research/Concordance. CONTACT: ylai@gwu.edu. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Asunto(s)
Algoritmos , Perfilación de la Expresión Génica/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Análisis de Secuencia de ARN/métodos , Bases de Datos Genéticas , Estudios de Asociación Genética , Genoma Humano , Humanos , Neoplasias Pulmonares/genética , Modelos Estadísticos
4.
Rheumatology (Oxford) ; 57(4): 737-747, 2018 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-29361119

RESUMEN

Objectives: RA is a chronic autoimmune disease leading to progressive destruction of cartilage and bone. RA patients show elevated IL-22 levels and the amount of IL-22-producing Th cells positively correlates with the extent of erosive disease, suggesting a role for this cytokine in RA pathogenesis. The purpose of this study was to determine the feasibility of SPECT/CT imaging with 111In-labelled anti-fibroblast activation protein antibody (28H1) to monitor the therapeutic effect of neutralizing IL-22 in experimental arthritis. Methods: Mice (six mice/group) with CIA received anti-IL-22 or isotype control antibodies. To monitor therapeutic effects after treatment, SPECT/CT images were acquired 24 h after injection of 111In-28H1. Imaging results were compared with macroscopic, histologic and radiographic arthritis scores. Results: Neutralizing IL-22 before CIA onset effectively prevented arthritis development, reaching a disease incidence of only 50%, vs 100% in the control group. SPECT imaging showed significantly lower joint tracer uptake in mice treated early with anti-IL-22 antibodies compared with the control-treated group. Reduction of disease activity in those mice was confirmed by macroscopic, histological and radiographic pathology scores. However, when treatment was initiated in a later phase of CIA, progression of joint pathology could not be prevented. Conclusion: These findings suggest that IL-22 plays an important role in CIA development, and neutralizing this cytokine seems an attractive new strategy in RA treatment. Most importantly, SPECT/CT imaging with 111In-28H1 can be used to specifically monitor therapy responses, and is potentially more sensitive in disease monitoring than the gold standard method of macroscopic arthritis scoring.


Asunto(s)
Artritis/diagnóstico por imagen , Cartílago Articular/diagnóstico por imagen , Gelatinasas/genética , Regulación de la Expresión Génica , Interleucinas/genética , Proteínas de la Membrana/genética , ARN Mensajero/genética , Serina Endopeptidasas/genética , Tomografía Computarizada por Tomografía Computarizada de Emisión de Fotón Único/métodos , Animales , Artritis/tratamiento farmacológico , Artritis/genética , Cartílago Articular/efectos de los fármacos , Cartílago Articular/metabolismo , Colágeno/toxicidad , Modelos Animales de Enfermedad , Endopeptidasas , Gelatinasas/biosíntesis , Inmunohistoquímica , Interleucinas/biosíntesis , Masculino , Proteínas de la Membrana/biosíntesis , Ratones , Ratones Endogámicos DBA , Reacción en Cadena en Tiempo Real de la Polimerasa , Serina Endopeptidasas/biosíntesis , Membrana Sinovial/metabolismo , Membrana Sinovial/patología , Interleucina-22
5.
BMC Genomics ; 18(Suppl 1): 1050, 2017 01 25.
Artículo en Inglés | MEDLINE | ID: mdl-28198679

RESUMEN

BACKGROUND: With the current microarray and RNA-seq technologies, two-sample genome-wide expression data have been widely collected in biological and medical studies. The related differential expression analysis and gene set enrichment analysis have been frequently conducted. Integrative analysis can be conducted when multiple data sets are available. In practice, discordant molecular behaviors among a series of data sets can be of biological and clinical interest. METHODS: In this study, a statistical method is proposed for detecting discordance gene set enrichment. Our method is based on a two-level multivariate normal mixture model. It is statistically efficient with linearly increased parameter space when the number of data sets is increased. The model-based probability of discordance enrichment can be calculated for gene set detection. RESULTS: We apply our method to a microarray expression data set collected from forty-five matched tumor/non-tumor pairs of tissues for studying pancreatic cancer. We divided the data set into a series of non-overlapping subsets according to the tumor/non-tumor paired expression ratio of gene PNLIP (pancreatic lipase, recently shown it association with pancreatic cancer). The log-ratio ranges from a negative value (e.g. more expressed in non-tumor tissue) to a positive value (e.g. more expressed in tumor tissue). Our purpose is to understand whether any gene sets are enriched in discordant behaviors among these subsets (when the log-ratio is increased from negative to positive). We focus on KEGG pathways. The detected pathways will be useful for our further understanding of the role of gene PNLIP in pancreatic cancer research. Among the top list of detected pathways, the neuroactive ligand receptor interaction and olfactory transduction pathways are the most significant two. Then, we consider gene TP53 that is well-known for its role as tumor suppressor in cancer research. The log-ratio also ranges from a negative value (e.g. more expressed in non-tumor tissue) to a positive value (e.g. more expressed in tumor tissue). We divided the microarray data set again according to the expression ratio of gene TP53. After the discordance enrichment analysis, we observed overall similar results and the above two pathways are still the most significant detections. More interestingly, only these two pathways have been identified for their association with pancreatic cancer in a pathway analysis of genome-wide association study (GWAS) data. CONCLUSIONS: This study illustrates that some disease-related pathways can be enriched in discordant molecular behaviors when an important disease-related gene changes its expression. Our proposed statistical method is useful in the detection of these pathways. Furthermore, our method can also be applied to genome-wide expression data collected by the recent RNA-seq technology.


Asunto(s)
Perfilación de la Expresión Génica , Estudio de Asociación del Genoma Completo , Transcriptoma , Algoritmos , Biología Computacional/métodos , Biología Computacional/normas , Bases de Datos Genéticas , Estudio de Asociación del Genoma Completo/métodos , Estudio de Asociación del Genoma Completo/normas , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Modelos Estadísticos , Neoplasias/genética , Neoplasias/metabolismo , Reproducibilidad de los Resultados , Transducción de Señal
6.
Proc Natl Acad Sci U S A ; 111(49): 17660-5, 2014 Dec 09.
Artículo en Inglés | MEDLINE | ID: mdl-25422413

RESUMEN

A muscle acetylcholine receptor (AChR) has two neurotransmitter binding sites located in the extracellular domain, at αδ and either αε (adult) or αγ (fetal) subunit interfaces. We used single-channel electrophysiology to measure the effects of mutations of five conserved aromatic residues at each site with regard to their contribution to the difference in free energy of agonist binding to active versus resting receptors (ΔGB1). The two binding sites behave independently in both adult and fetal AChRs. For four different agonists, including ACh and choline, ΔGB1 is ∼-2 kcal/mol more favorable at αγ compared with at αε and αδ. Only three of the aromatics contribute significantly to ΔGB1 at the adult sites (αY190, αY198, and αW149), but all five do so at αγ (as well as αY93 and γW55). γW55 makes a particularly large contribution only at αγ that is coupled energetically to those contributions of some of the α-subunit aromatics. The hydroxyl and benzene groups of loop C residues αY190 and αY198 behave similarly with regard to ΔGB1 at all three kinds of site. ACh binding energies estimated from molecular dynamics simulations are consistent with experimental values from electrophysiology and suggest that the αγ site is more compact, better organized, and less dynamic than αε and αδ. We speculate that the different sensitivities of the fetal αγ site versus the adult αε and αδ sites to choline and ACh are important for the proper maturation and function of the neuromuscular synapse.


Asunto(s)
Músculos/metabolismo , Neurotransmisores/química , Receptores Colinérgicos/fisiología , Acetilcolina/metabolismo , Animales , Sitios de Unión , Colina/química , Simulación por Computador , Electrofisiología , Regulación del Desarrollo de la Expresión Génica , Células HEK293 , Humanos , Hidrólisis , Ligandos , Lymnaea , Ratones , Conformación Molecular , Simulación de Dinámica Molecular , Mutación , Unión Proteica , Receptores Colinérgicos/química , Transmisión Sináptica , Termodinámica , Torpedo , Triptófano/química
7.
Proc Natl Acad Sci U S A ; 110(33): 13654-9, 2013 Aug 13.
Artículo en Inglés | MEDLINE | ID: mdl-23898191

RESUMEN

Neuromuscular acetylcholine receptors (AChRs) have two transmitter binding sites: at α-δ and either α-γ (fetal) or α-ε (adult) subunit interfaces. The γ-subunit of fetal AChRs is indispensable for the proper development of neuromuscular synapses. We estimated parameters for acetylcholine (ACh) binding and gating from single channel currents of fetal mouse AChRs expressed in tissue-cultured cells. The unliganded gating equilibrium constant is smaller and less voltage-dependent than in adult AChRs. However, the α-γ binding site has a higher affinity for ACh and provides more binding energy for gating compared with α-ε; therefore, the diliganded gating equilibrium constant at -100 mV is comparable for both receptor subtypes. The -2.2 kcal/mol extra binding energy from α-γ compared with α-δ and α-ε is accompanied by a higher resting affinity for ACh, mainly because of slower transmitter dissociation. End plate current simulations suggest that the higher affinity and increased energy from α-γ are essential for generating synaptic responses at low pulse [ACh].


Asunto(s)
Activación del Canal Iónico/fisiología , Placa Motora/metabolismo , Músculo Esquelético/metabolismo , Receptores Colinérgicos/metabolismo , Animales , Sitios de Unión/fisiología , Cinética , Ratones , Mutagénesis Sitio-Dirigida , Subunidades de Proteína/metabolismo
8.
BMC Genomics ; 15 Suppl 1: S6, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24564564

RESUMEN

BACKGROUND: Gene set enrichment analysis (GSEA) is an important approach to the analysis of coordinate expression changes at a pathway level. Although many statistical and computational methods have been proposed for GSEA, the issue of a concordant integrative GSEA of multiple expression data sets has not been well addressed. Among different related data sets collected for the same or similar study purposes, it is important to identify pathways or gene sets with concordant enrichment. METHODS: We categorize the underlying true states of differential expression into three representative categories: no change, positive change and negative change. Due to data noise, what we observe from experiments may not indicate the underlying truth. Although these categories are not observed in practice, they can be considered in a mixture model framework. Then, we define the mathematical concept of concordant gene set enrichment and calculate its related probability based on a three-component multivariate normal mixture model. The related false discovery rate can be calculated and used to rank different gene sets. RESULTS: We used three published lung cancer microarray gene expression data sets to illustrate our proposed method. One analysis based on the first two data sets was conducted to compare our result with a previous published result based on a GSEA conducted separately for each individual data set. This comparison illustrates the advantage of our proposed concordant integrative gene set enrichment analysis. Then, with a relatively new and larger pathway collection, we used our method to conduct an integrative analysis of the first two data sets and also all three data sets. Both results showed that many gene sets could be identified with low false discovery rates. A consistency between both results was also observed. A further exploration based on the KEGG cancer pathway collection showed that a majority of these pathways could be identified by our proposed method. CONCLUSIONS: This study illustrates that we can improve detection power and discovery consistency through a concordant integrative analysis of multiple large-scale two-sample gene expression data sets.


Asunto(s)
Perfilación de la Expresión Génica/métodos , Neoplasias Pulmonares/genética , Algoritmos , Biología Computacional/métodos , Bases de Datos Genéticas , Genoma Humano , Humanos , Modelos Estadísticos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos
9.
J Gen Physiol ; 156(2)2024 Feb 05.
Artículo en Inglés | MEDLINE | ID: mdl-38153395

RESUMEN

Neuromuscular acetylcholine receptors (AChRs) are hetero-pentameric, ligand-gated ion channels. The binding of the neurotransmitter acetylcholine (ACh) to two target sites promotes a global conformational change of the receptor that opens the channel and allows ion conduction through the channel pore. Here, by measuring free-energy changes from single-channel current recordings and using molecular dynamics simulations, we elucidate how a constricted hydrophobic region acts as a "gate" to regulate the channel opening in the pore of AChRs. Mutations of gate residues, including those implicated in congenital myasthenia syndrome, lower the permeation barrier of the channel substantially and increase the unliganded gating equilibrium constant (constitutive channel openings). Correlations between hydrophobicity and the observed free-energy changes, supported by calculations of water densities in the wild-type versus mutant channel pores, provide evidence for hydrophobic wetting-dewetting transition at the gate. The analysis of a coupled interaction network provides insight into the molecular mechanism of closed- versus open-state conformational changes at the gate. Studies of the transition state by "phi"(φ)-value analysis indicate that agonist binding serves to stabilize both the transition and the open state. Intersubunit interaction energy measurements and molecular dynamics simulations suggest that channel opening involves tilting of the pore-lining M2 helices, asymmetric outward rotation of amino acid side chains, and wetting transition of the gate region that lowers the barrier to ion permeation and stabilizes the channel open conformation. Our work provides new insight into the hydrophobic gate opening and shows why the gate mutations result in constitutive AChR channel activity.


Asunto(s)
Acetilcolina , Receptores Colinérgicos , Receptores Colinérgicos/genética , Aminoácidos , Simulación de Dinámica Molecular , Interacciones Hidrofóbicas e Hidrofílicas
10.
Radiology ; 267(1): 173-82, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23329660

RESUMEN

PURPOSE: To evaluate the potential of anti-human epidermal growth factor receptor (HER)1- and anti-HER2-targeted radiolabeled antibodies and magnetic resonance (MR) imaging for imaging of orthotopic malignant pleural mesothelioma (MPM) in mouse models. MATERIALS AND METHODS: Animal studies with 165 mice were performed in accordance with National Institutes of Health guidelines for the humane use of animals, and all procedures were approved by the institutional Animal Care and Use Committee. Flow cytometry studies were performed to evaluate HER1 and HER2 expression in NCI-H226 and MSTO-211H mesothelioma cells. Biodistribution and single photon emission computed tomography (SPECT)/computed tomography (CT) imaging studies were performed in mice (four or five per group, depending on tumor growth) bearing subcutaneous and orthotopic MPM tumors by using HER1- and HER2-targeted indium 111 ((111)In)- and iodine 125 ((125)I)-labeled panitumumab and trastuzumab, respectively. Longitudinal MR imaging over 5 weeks was performed in three mice bearing orthotopic tumors to monitor tumor growth and metastases. SPECT/CT/MR imaging studies were performed at the final time point in the orthotopic models (n = 3). The standard unpaired Student t test was used to compare groups. RESULTS: Orthotopic tumors and pleural effusions were clearly visualized at MR imaging 3 weeks after tumor cell inoculation. At 2 days after injection, the mean (111)In-panitumumab uptake of 29.6% injected dose (ID) per gram ± 2.2 (standard error of the mean) was significantly greater than the (111)In-trastuzumab uptake of 13.6% ID/g ± 1.0 and the (125)I-panitumumab uptake of 7.4% ID/g ± 1.2 (P = .0006 and P = .0001, respectively). MR imaging fusion with SPECT/CT provided more accurate information about (111)In-panitumumab localization in the tumor, as the tumor was poorly visualized at CT alone. CONCLUSION: This study demonstrates the utility of radiolabeled anti-HER1 antibodies in the imaging of MPM in preclinical models. SUPPLEMENTAL MATERIAL: http://radiology.rsna.org/lookup/suppl/doi:10.1148/radiol.12121021/-/DC1.


Asunto(s)
Anticuerpos Monoclonales/farmacología , Receptores ErbB/metabolismo , Imagen por Resonancia Magnética/métodos , Mesotelioma/metabolismo , Imagen Multimodal/métodos , Tomografía de Emisión de Positrones , Receptor ErbB-2/metabolismo , Tomografía Computarizada por Rayos X , Animales , Anticuerpos Monoclonales Humanizados/farmacología , Área Bajo la Curva , Línea Celular Tumoral , Femenino , Citometría de Flujo , Radioisótopos de Yodo , Radioisótopos de Iridio , Mesotelioma/diagnóstico por imagen , Mesotelioma/patología , Ratones , Terapia Molecular Dirigida , Panitumumab , Derrame Pleural/diagnóstico por imagen , Derrame Pleural/patología , Trastuzumab , Imagen de Cuerpo Entero , Ensayos Antitumor por Modelo de Xenoinjerto
11.
Science ; 382(6668): 329-335, 2023 Oct 20.
Artículo en Inglés | MEDLINE | ID: mdl-37856600

RESUMEN

Computing, since its inception, has been processor-centric, with memory separated from compute. Inspired by the organic brain and optimized for inorganic silicon, NorthPole is a neural inference architecture that blurs this boundary by eliminating off-chip memory, intertwining compute with memory on-chip, and appearing externally as an active memory chip. NorthPole is a low-precision, massively parallel, densely interconnected, energy-efficient, and spatial computing architecture with a co-optimized, high-utilization programming model. On the ResNet50 benchmark image classification network, relative to a graphics processing unit (GPU) that uses a comparable 12-nanometer technology process, NorthPole achieves a 25 times higher energy metric of frames per second (FPS) per watt, a 5 times higher space metric of FPS per transistor, and a 22 times lower time metric of latency. Similar results are reported for the Yolo-v4 detection network. NorthPole outperforms all prevalent architectures, even those that use more-advanced technology processes.

12.
Methods Cell Biol ; 169: 143-168, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35623700

RESUMEN

Acetylcholine receptors (AChRs) expressed at the neuromuscular junction synapses are typical allosteric proteins that shuttle between at least two stable conformational states: Closed (C) and Open (O). Agonist binding to their target sites on the receptor in the extracellular domain triggers a global C→O conformational change that results in an open channel pore that allows ion conduction. How the receptor senses the chemical signal of an agonist and communicates it to the channel pore, located ~50Šaway, are key to understanding the receptor function. AChRs are indispensable for muscle contraction and their neuronal homologues play critical roles in the nervous system function. In this chapter, using a combination of single channel patch-clamp, computational approaches, and genetic engineering, we elucidate the principles of design and engineering to quantify the fundamental thermodynamic parameters of AChRs that regulate ligand binding and channel opening. The receptor engineering principles outlined here for the neuromuscular AChRs are applicable to the broader class of ligand-gated ion channel proteins.


Asunto(s)
Canales Iónicos , Ingeniería de Proteínas , Canales Iónicos/genética , Canales Iónicos/metabolismo , Conformación Molecular , Termodinámica
13.
Int J Cancer ; 128(4): 920-6, 2011 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-20473899

RESUMEN

Bevacizumab is a humanized monoclonal antibody that binds to tumor-secreted vascular endothelial growth factor (VEGF)-A and inhibits tumor angiogenesis. In 2004, the antibody was approved by the US Food and Drug Administration (FDA) for the treatment of metastatic colorectal carcinoma in combination with chemotherapy. This report describes the preclinical evaluation of a radioimmunoconjugate, (86)Y-CHX-A″-DTPA-bevacizumab, for potential use in Positron Emission Tomography (PET) imaging of VEGF-A tumor angiogenesis and as a surrogate marker for (90)Y-based radioimmunotherapy. Bevacizumab was conjugated to CHX-A″-DTPA and radiolabeled with (86)Y. In vivo biodistribution and PET imaging studies were performed on mice bearing VEGF-A-secreting human colorectal (LS-174T), human ovarian (SKOV-3) and VEGF-A-negative human mesothelioma (MSTO-211H) xenografts. Biodistribution and PET imaging studies demonstrated highly specific tumor uptake of the radioimmunoconjugate. In mice bearing VEGF-A-secreting LS-174T, SKOV-3 and VEGF-A-negative MSTO-211H tumors, the tumor uptake at 3 days postinjection was 13.6 ± 1.5, 17.4 ± 1.7 and 6.8 ± 0.7 % ID/g, respectively. The corresponding tumor uptake in mice coinjected with 0.05 mg cold bevacizumab were 5.8 ± 1.3, 8.9 ± 1.9 and 7.4 ± 1.0 % ID/g, respectively at the same time point, demonstrating specific blockage of the target in VEGF-A-secreting tumors. The LS-174T and SKOV3 tumors were clearly visualized by PET imaging after injecting 1.8-2.0 MBq (86)Y-CHX-A″-DTPA-bevacizumab. Organ uptake quantified by PET closely correlated (r(2) = 0.87, p = 0.64, n = 18) to values determined by biodistribution studies. This preclinical study demonstrates the potential of the radioimmunoconjugate, (86)Y-CHX-A″-DTPA-bevacizumab, for noninvasive assessment of the VEGF-A tumor angiogenesis status and as a surrogate marker for (90)Y-CHX-A″-DTPA-bevacizumab radioimmunotherapy.


Asunto(s)
Anticuerpos Monoclonales , Inmunoconjugados , Isotiocianatos , Neovascularización Patológica/diagnóstico por imagen , Ácido Pentético/análogos & derivados , Tomografía de Emisión de Positrones , Factor A de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Radioisótopos de Itrio , Inhibidores de la Angiogénesis/farmacocinética , Animales , Anticuerpos Monoclonales/farmacocinética , Anticuerpos Monoclonales Humanizados , Bevacizumab , Neoplasias Colorrectales/irrigación sanguínea , Neoplasias Colorrectales/diagnóstico , Femenino , Humanos , Inmunoconjugados/farmacocinética , Isotiocianatos/farmacocinética , Ratones , Ratones Desnudos , Neovascularización Patológica/metabolismo , Neoplasias Ováricas/irrigación sanguínea , Neoplasias Ováricas/diagnóstico , Ácido Pentético/farmacocinética , Radioinmunoensayo , Radiofármacos/farmacocinética , Distribución Tisular , Células Tumorales Cultivadas , Radioisótopos de Itrio/farmacocinética
14.
Nat Chem Biol ; 5(6): 421-7, 2009 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-19430488

RESUMEN

Estrogen is central to many physiological processes throughout the human body. We have previously shown that the G protein-coupled receptor GPR30 (also known as GPER), in addition to classical nuclear estrogen receptors (ER and ER), activates cellular signaling pathways in response to estrogen. In order to distinguish between the actions of classical estrogen receptors and GPR30, we have previously characterized G-1 (1), a selective agonist of GPR30. To complement the pharmacological properties of G-1, we sought to identify an antagonist of GPR30 that displays similar selectivity against the classical estrogen receptors. Here we describe the identification and characterization of G15 (2), a G-1 analog that binds to GPR30 with high affinity and acts as an antagonist of estrogen signaling through GPR30. In vivo administration of G15 revealed that GPR30 contributes to both uterine and neurological responses initiated by estrogen. The identification of this antagonist will accelerate the evaluation of the roles of GPR30 in human physiology.


Asunto(s)
Receptores de Estrógenos/fisiología , Receptores Acoplados a Proteínas G/antagonistas & inhibidores , Animales , Células COS , Chlorocebus aethiops , Estrógenos/metabolismo , Femenino , Humanos , Ligandos , Masculino , Ratones , Ratones Endogámicos ICR , Resonancia Magnética Nuclear Biomolecular , Receptores de Estrógenos/metabolismo , Receptores Acoplados a Proteínas G/metabolismo , Receptores Acoplados a Proteínas G/fisiología , Transducción de Señal
15.
J Appl Stat ; 48(3): 455-470, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-35706538

RESUMEN

Before releasing survey data, statistical agencies usually perturb the original data to keep each survey unit's information confidential. One significant concern in releasing survey microdata is identity disclosure, which occurs when an intruder correctly identifies the records of a survey unit by matching the values of some key (or pseudo-identifying) variables. We examine a recently developed post-randomization method for a strict control of identification risks in releasing survey microdata. While that procedure well preserves the observed frequencies and hence statistical estimates in case of simple random sampling, we show that in general surveys, it may induce considerable bias in commonly used survey-weighted estimators. We propose a modified procedure that better preserves weighted estimates. The procedure is illustrated and empirically assessed with an application to a publicly available US Census Bureau data set.

16.
MAbs ; 13(1): 1913791, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33974508

RESUMEN

Simlukafusp alfa (FAP-IL2v, RO6874281/RG7461) is an immunocytokine comprising an antibody against fibroblast activation protein α (FAP) and an IL-2 variant with a retained affinity for IL-2Rßγ > IL-2 Rßγ and abolished binding to IL-2 Rα. Here, we investigated the immunostimulatory properties of FAP-IL2v and its combination with programmed cell death protein 1 (PD-1) checkpoint inhibition, CD40 agonism, T cell bispecific and antibody-dependent cellular cytotoxicity (ADCC)-mediating antibodies. The binding and immunostimulatory properties of FAP-IL2v were investigated in vitro and compared with FAP-IL2wt. Tumor targeting was investigated in tumor-bearing mice and in a rhesus monkey. The ability of FAP-IL2v to potentiate the efficacy of different immunotherapies was investigated in different xenograft and syngeneic murine tumor models. FAP-IL2v bound IL-2 Rßγ and FAP with high affinity in vitro, inducing dose-dependent proliferation of natural killer (NK) cells and CD4+/CD8+ T cells while being significantly less potent than FAP-IL2wt in activating immunosuppressive regulatory T cells (Tregs). T cells activated by FAP-IL2v were less sensitive to Fas-mediated apoptosis than those activated by FAP-IL2wt. Imaging studies demonstrated improved tumor targeting of FAP-IL2v compared to FAP-IL2wt. Furthermore, FAP-IL2v significantly enhanced the in vitro and in vivo activity of therapeutic antibodies that mediate antibody-dependent or T cell-dependent cellular cytotoxicity (TDCC) and of programmed death-ligand 1 (PD-L1) checkpoint inhibition. The triple combination of FAP-IL2v with an anti-PD-L1 antibody and an agonistic CD40 antibody was most efficacious. These data indicate that FAP-IL2v is a potent immunocytokine that potentiates the efficacy of different T- and NK-cell-based cancer immunotherapies.


Asunto(s)
Antineoplásicos/farmacología , Proteínas de la Membrana/antagonistas & inhibidores , Neoplasias Experimentales/patología , Proteínas Recombinantes de Fusión/farmacología , Animales , Anticuerpos Monoclonales/farmacología , Citocinas/farmacología , Endopeptidasas , Humanos , Inmunoterapia/métodos , Activación de Linfocitos/efectos de los fármacos , Macaca mulatta , Ratones , Ensayos Antitumor por Modelo de Xenoinjerto
17.
Eur J Nucl Med Mol Imaging ; 37(7): 1368-76, 2010 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-20155263

RESUMEN

PURPOSE: Cetuximab is a recombinant, human/mouse chimeric IgG(1) monoclonal antibody that binds to the epidermal growth factor receptor (EGFR/HER1). Cetuximab is approved for the treatment of patients with HER1-expressing metastatic colorectal cancer. Limitations in currently reported radiolabeled cetuximab for PET applications prompted the development of (86)Y-CHX-A''-DTPA-cetuximab as an alternative for imaging HER1-expressing cancer. (86)Y-CHX-A''-DTPA-cetuximab can also serve as a surrogate marker for (90)Y therapy. METHODS: Bifunctional chelate, CHX-A''-DTPA was conjugated to cetuximab and radiolabeled with (86)Y. In vitro immunoreactivity was assessed in HER1-expressing A431 cells. In vivo biodistribution, PET imaging and noncompartmental pharmacokinetics were performed in mice bearing HER1-expressing human colorectal (LS-174T and HT29), prostate (PC-3 and DU145), ovarian (SKOV3) and pancreatic (SHAW) tumor xenografts. Receptor blockage was demonstrated by coinjection of either 0.1 or 0.2 mg cetuximab. RESULTS: (86)Y-CHX-A''-DTPA-cetuximab was routinely prepared with a specific activity of 1.5-2 GBq/mg and in vitro cell-binding in the range 65-75%. Biodistribution and PET imaging studies demonstrated high HER1-specific tumor uptake of the radiotracer and clearance from nonspecific organs. In LS-174T tumor-bearing mice injected with (86)Y-CHX-A''-DTPA-cetuximab alone, (86)Y-CHX-A''-DTPA-cetuximab plus 0.1 mg cetuximab or 0.2 mg cetuximab, the tumor uptake values at 3 days were 29.3 +/- 4.2, 10.4 +/- 0.5 and 6.4 +/- 0.3%ID/g, respectively, demonstrating dose-dependent blockage of the target. Tumors were clearly visualized 1 day after injecting 3.8-4.0 MBq (86)Y-CHX-A''-DTPA-cetuximab. Quantitative PET revealed the highest tumor uptake in LS-174T (29.55 +/- 2.67%ID/cm(3)) and the lowest tumor uptake in PC-3 (15.92 +/- 1.55%ID/cm(3)) xenografts at 3 days after injection. Tumor uptake values quantified by PET were closely correlated (r (2) = 0.9, n = 18) with values determined by biodistribution studies. CONCLUSION: This study demonstrated the feasibility of preparation of high specific activity (86)Y-CHX-A''-DTPA-cetuximab and its application for quantitative noninvasive PET imaging of HER1-expressing tumors. (86)Y-CHX-A''-DTPA-cetuximab offers an attractive alternative to previously labeled cetuximab for PET and further investigation for clinical translation is warranted.


Asunto(s)
Anticuerpos Monoclonales/química , Transformación Celular Neoplásica , Receptores ErbB/metabolismo , Isotiocianatos/química , Ácido Pentético/análogos & derivados , Tomografía de Emisión de Positrones/métodos , Animales , Anticuerpos Monoclonales/inmunología , Anticuerpos Monoclonales/farmacocinética , Anticuerpos Monoclonales Humanizados , Línea Celular Tumoral , Cetuximab , Receptores ErbB/inmunología , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Ratones , Neoplasias/diagnóstico por imagen , Neoplasias/genética , Neoplasias/patología , Ácido Pentético/química , Radioquímica , Radioisótopos de Itrio
18.
Cancer Res ; 80(13): 2903-2913, 2020 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-32409308

RESUMEN

CD8-expressing T cells are the main effector cells in cancer immunotherapy. Treatment-induced changes in intratumoral CD8+ T cells may represent a biomarker to identify patients responding to cancer immunotherapy. Here, we have used a 89Zr-radiolabeled human CD8-specific minibody (89Zr-Df-IAB22M2C) to monitor CD8+ T-cell tumor infiltrates by PET. The ability of this tracer to quantify CD8+ T-cell tumor infiltrates was evaluated in preclinical studies following single-agent treatment with FOLR1-T-cell bispecific (TCB) antibody and combination therapy of CEA-TCB (RG7802) and CEA-targeted 4-1BB agonist CEA-4-1BBL. In vitro cytotoxicity assays with peripheral blood mononuclear cells and CEA-expressing MKN-45 gastric or FOLR1-expressing HeLa cervical cancer cells confirmed noninterference of the anti-CD8-PET-tracer with the mode of action of CEA-TCB/CEA-4-1BBL and FOLR1-TCB at relevant doses. In vivo, the extent of tumor regression induced by combination treatment with CEA-TCB/CEA-4-1BBL in MKN-45 tumor-bearing humanized mice correlated with intratumoral CD8+ T-cell infiltration. This was detectable by 89Zr-IAB22M2C-PET and γ-counting. Similarly, single-agent treatment with FOLR1-TCB induced strong CD8+ T-cell infiltration in HeLa tumors, where 89Zr-Df-IAB22M2C again was able to detect CD8 tumor infiltrates. CD8-IHC confirmed the PET imaging results. Taken together, the anti-CD8-minibody 89Zr-Df-IAB22M2C revealed a high sensitivity for the detection of intratumoral CD8+ T-cell infiltrates upon either single or combination treatment with TCB antibody-based fusion proteins. These results provide further evidence that the anti-CD8 tracer, which is currently in clinical phase II, is a promising monitoring tool for intratumoral CD8+ T cells in patients treated with cancer immunotherapy. SIGNIFICANCE: Monitoring the pharmacodynamic activity of cancer immunotherapy with novel molecular imaging tools such as 89Zr-Df-IAB22M2C for PET imaging is of prime importance to identify patients responding early to cancer immunotherapy.


Asunto(s)
Anticuerpos Biespecíficos/farmacología , Linfocitos T CD8-positivos/inmunología , Inmunoterapia/métodos , Imagen Molecular/métodos , Tomografía de Emisión de Positrones/métodos , Neoplasias del Cuello Uterino/inmunología , Circonio/metabolismo , Animales , Anticuerpos Biespecíficos/inmunología , Antígeno Carcinoembrionario , Femenino , Receptor 1 de Folato/inmunología , Humanos , Ratones , Ratones Endogámicos NOD , Ratones SCID , Radiofármacos/metabolismo , Células Tumorales Cultivadas , Neoplasias del Cuello Uterino/metabolismo , Neoplasias del Cuello Uterino/terapia
19.
Mol Pharmacol ; 76(4): 903-17, 2009 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-19622790

RESUMEN

TWIK-related K+ channel TREK1, a background leak K+ channel, has been strongly implicated as the target of several general and local anesthetics. Here, using the whole-cell and single-channel patch-clamp technique, we investigated the effect of lidocaine, a local anesthetic, on the human (h)TREK1 channel heterologously expressed in human embryonic kidney 293 cells by an adenoviral-mediated expression system. Lidocaine, at clinical concentrations, produced reversible, concentration-dependent inhibition of hTREK1 current, with IC(50) value of 180 muM, by reducing the single-channel open probability and stabilizing the closed state. We have identified a strategically placed unique aromatic couplet (Tyr352 and Phe355) in the vicinity of the protein kinase A phosphorylation site, Ser348, in the C-terminal domain (CTD) of hTREK1, that is critical for the action of lidocaine. Furthermore, the phosphorylation state of Ser348 was found to have a regulatory role in lidocaine-mediated inhibition of hTREK1. It is interesting that we observed strong intersubunit negative cooperativity (Hill coefficient = 0.49) and half-of-sites saturation binding stoichiometry (half-reaction order) for the binding of lidocaine to hTREK1. Studies with the heterodimer of wild-type (wt)-hTREK1 and Delta119 C-terminal deletion mutant (hTREK1(wt)-Delta119) revealed that single CTD of hTREK1 was capable of mediating partial inhibition by lidocaine, but complete inhibition necessitates the cooperative interaction between both the CTDs upon binding of lidocaine. Based on our observations, we propose a model that explains the unique kinetics and provides a plausible paradigm for the inhibitory action of lidocaine on hTREK1.


Asunto(s)
Anestésicos Locales/farmacología , Lidocaína/farmacología , Canales de Potasio de Dominio Poro en Tándem/antagonistas & inhibidores , Secuencia de Aminoácidos , Anestésicos Locales/administración & dosificación , Línea Celular , Dimerización , Humanos , Cinética , Lidocaína/administración & dosificación , Datos de Secuencia Molecular , Canales de Potasio de Dominio Poro en Tándem/química , Proteínas Recombinantes/antagonistas & inhibidores , Proteínas Recombinantes/química , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Homología de Secuencia de Aminoácido
20.
Bioconjug Chem ; 20(5): 825-41, 2009 May 20.
Artículo en Inglés | MEDLINE | ID: mdl-19125647

RESUMEN

Radioimmunoimaging and therapy has been an area of interest for several decades. Steady progress has been made toward clinical translation of radiolabeled monoclonal antibodies for diagnosis and treatment of diseases. Tremendous advances have been made in imaging technologies such as positron emission tomography (PET). However, these advances have so far eluded routine translation into clinical radioimmunoimaging applications due to the mismatch between the short half-lives of routinely used positron-emitting radionuclides such as (18)F versus the pharmacokinetics of most intact monoclonal antibodies of interest. The lack of suitable positron-emitting radionuclides that match the pharmacokinetics of intact antibodies has generated interest in exploring the use of longer-lived positron emitters that are more suitable for radioimmunoimaging and dosimetry applications with intact monoclonal antibodies. In this review, we examine the opportunities and challenges of radioimmunoimaging with select longer-lived positron-emitting radionuclides such as (124)I, (89)Zr, and (86)Y with respect to radionuclide production, ease of radiolabeling intact antibodies, imaging characteristics, radiation dosimetry, and clinical translation potential.


Asunto(s)
Electrones , Radioinmunodetección/métodos , Radioisótopos , Animales , Semivida , Humanos , Radioinmunodetección/efectos adversos , Radioinmunodetección/economía , Radioinmunodetección/normas , Radioisótopos/efectos adversos , Radioisótopos/provisión & distribución , Radioisótopos/uso terapéutico
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