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1.
Diagnostics (Basel) ; 12(2)2022 Feb 09.
Article in English | MEDLINE | ID: mdl-35204539

ABSTRACT

The function of natural killer (NK) cells in inflammation has not been explored enough in large-scale population studies. The cross-sectional and time-dependent relationship between NK cell activity (NKA) and inflammatory markers was examined. METHODS: A total of 7031 subjects were involved in the cross-sectional analyses. Non-linear relationship between NKA and inflammatory indices was analyzed using generalized additive models. The time-dependent changes were analyzed in 1005 subjects with repeated measurement in 3-6 months. The changes in inflammatory markers were analyzed based on the changes in NKA. RESULTS: As NKA reduces to a very low level, the white blood cell (WBC) and neutrophil counts increase sharply, and the lymphocyte count exhibits a slow decline. With increasing NKA larger than about 500 pg/mL, WBC and neutrophil-lymphocyte ratio (NLR) reduces in a mild slope. Among the subjects with repeated measurements, the follow-up NKA was increased with advancing baseline NKA levels. The subjects with a reduction in NKA indicated increment in WBC count, neutrophil count, and NLR, and decrease in lymphocyte count. CONCLUSIONS: Very low levels of NKA suggest a high inflammatory immune response. The changes in NKA may interact with the balance between neutrophils and lymphocytes.

2.
BMC Ophthalmol ; 19(1): 178, 2019 Aug 09.
Article in English | MEDLINE | ID: mdl-31399077

ABSTRACT

BACKGROUND: This study is to evaluate the accuracy of machine learning for differentiation between optic neuropathies, pseudopapilledema (PPE) and normals. METHODS: Two hundred and ninety-five images of optic neuropathies, 295 images of PPE, and 779 control images were used. Pseudopapilledema was defined as follows: cases with elevated optic nerve head and blurred disc margin, with normal visual acuity (> 0.8 Snellen visual acuity), visual field, color vision, and pupillary reflex. The optic neuropathy group included cases of ischemic optic neuropathy (177), optic neuritis (48), diabetic optic neuropathy (17), papilledema (22), and retinal disorders (31). We compared four machine learning classifiers (our model, GoogleNet Inception v3, 19-layer Very Deep Convolution Network from Visual Geometry group (VGG), and 50-layer Deep Residual Learning (ResNet)). Accuracy and area under receiver operating characteristic curve (AUROC) were analyzed. RESULTS: The accuracy of machine learning classifiers ranged from 95.89 to 98.63% (our model: 95.89%, Inception V3: 96.45%, ResNet: 98.63%, and VGG: 96.80%). A high AUROC score was noted in both ResNet and VGG (0.999). CONCLUSIONS: Machine learning techniques can be combined with fundus photography as an effective approach to distinguish between PPE and elevated optic disc associated with optic neuropathies.


Subject(s)
Eye Diseases, Hereditary/diagnosis , Machine Learning/standards , Optic Disk/diagnostic imaging , Optic Nerve Diseases/diagnosis , Optic Neuritis/diagnosis , Retinal Ganglion Cells/pathology , Visual Acuity , Diagnosis, Differential , Humans , Nerve Fibers/pathology , ROC Curve , Reproducibility of Results , Tomography, Optical Coherence/methods
3.
PLoS One ; 14(1): e0211579, 2019.
Article in English | MEDLINE | ID: mdl-30682186

ABSTRACT

[This corrects the article DOI: 10.1371/journal.pone.0207982.].

4.
PLoS One ; 13(11): e0207982, 2018.
Article in English | MEDLINE | ID: mdl-30481205

ABSTRACT

PURPOSE: To build a deep learning model to diagnose glaucoma using fundus photography. DESIGN: Cross sectional case study Subjects, Participants and Controls: A total of 1,542 photos (786 normal controls, 467 advanced glaucoma and 289 early glaucoma patients) were obtained by fundus photography. METHOD: The whole dataset of 1,542 images were split into 754 training, 324 validation and 464 test datasets. These datasets were used to construct simple logistic classification and convolutional neural network using Tensorflow. The same datasets were used to fine tune pre-trained GoogleNet Inception v3 model. RESULTS: The simple logistic classification model showed a training accuracy of 82.9%, validation accuracy of 79.9% and test accuracy of 77.2%. Convolutional neural network achieved accuracy and area under the receiver operating characteristic curve (AUROC) of 92.2% and 0.98 on the training data, 88.6% and 0.95 on the validation data, and 87.9% and 0.94 on the test data. Transfer-learned GoogleNet Inception v3 model achieved accuracy and AUROC of 99.7% and 0.99 on training data, 87.7% and 0.95 on validation data, and 84.5% and 0.93 on test data. CONCLUSION: Both advanced and early glaucoma could be correctly detected via machine learning, using only fundus photographs. Our new model that is trained using convolutional neural network is more efficient for the diagnosis of early glaucoma than previously published models.


Subject(s)
Deep Learning , Diagnostic Techniques, Ophthalmological , Glaucoma/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Cross-Sectional Studies , Disease Progression , Fundus Oculi , Humans , Logistic Models , ROC Curve
5.
Nanotechnology ; 28(42): 425101, 2017 Oct 20.
Article in English | MEDLINE | ID: mdl-28944765

ABSTRACT

We propose the use of folate-receptor-targeted, near-infrared-sensitive polydopamine nanoparticles (NPs) for chemo-photothermal cancer therapy as an enhanced type of drug-delivery system which can be synthesized by in situ polymerization and conjugation with folic acid. The NPs consist of a Fe3O4/Au core, coated polydopamine, conjugated folic acid, and loaded anti-cancer drug (doxorubicin). The proposed multifunctional NPs show many advantages for therapeutic applications such as good biocompatibility and easy bioconjugation. The polydopamine coating of the NPs show a higher photothermal effect and thus more effective cancer killing compared to Fe3O4/Au nanoparticles at the same intensity as near-infrared laser irradiation. In addition, the conjugation of folic acid was shown to enhance cancer cellular uptake efficiency via the folate receptor and thus improve chemotherapeutic efficiency. Through in vitro cancer cell treatment testing, the proposed multifunctional NPs showed advanced photothermal and chemotherapeutic performance. Based on these enhanced anti-cancer properties, we expect that the proposed multifunctional NPs can be used as a drug-delivery system in cancer therapy.


Subject(s)
Breast Neoplasms/therapy , Doxorubicin , Gold , Hyperthermia, Induced/methods , Indoles , Magnetite Nanoparticles , Phototherapy/methods , Polymers , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Line, Tumor , Delayed-Action Preparations/chemistry , Delayed-Action Preparations/pharmacology , Doxorubicin/chemistry , Doxorubicin/pharmacology , Drug Screening Assays, Antitumor , Female , Gold/chemistry , Gold/pharmacology , Humans , Indoles/chemistry , Indoles/pharmacology , Magnetite Nanoparticles/chemistry , Magnetite Nanoparticles/therapeutic use , Polymers/chemistry , Polymers/pharmacology
6.
Oncotarget ; 7(26): 39894-39906, 2016 Jun 28.
Article in English | MEDLINE | ID: mdl-27223090

ABSTRACT

Dendritic cell (DC) based anti-cancer immunotherapy is well tolerated in patients with advanced cancers. However, the clinical responses seen after adoptive DC therapy have been suboptimal. Several factors including scarce DC numbers in tumors and immunosuppressive tumor microenvironments contribute to the inefficacy of DCs as cellular vaccines. Hence DC based vaccines can benefit from novel methods of cell delivery that would prevent the direct exposure of immune cells to suppressive tumor microenvironments. Here we evaluated the ability of DCs harbored in biocompatible scaffolds (referred to as biomatrix entrapped DCs; beDCs) in activating specific anti-tumor immune responses against primary and post-surgery secondary tumors. Using a preclinical cervical cancer and a melanoma model in mice, we show that single treatment of primary and post-surgery secondary tumors using beDCs resulted in significant tumor growth retardation while multiple inoculations were required to achieve a significant anti-tumor effect when DCs were given in free form. Additionally, we found that, compared to the tumor specific E6/E7 peptide vaccine, total tumor lysate induced higher expression of CD80 and CD40 on DCs that induced increased levels of IFNγ production upon interaction with host lymphocytes. Remarkably, a strong immunocyte infiltration into the host-implanted DC-scaffold was observed. Importantly, the host-implanted beDCs induced the anti-tumor immune responses in the absence of any stromal cell support, and the biomatrix structure was eventually absorbed into the surrounding host tissue. Collectively, these data indicate that the scaffold-based DC delivery may provide an efficient and safe way of delivering cell-based vaccines for treatment of primary and post-surgery secondary tumors.


Subject(s)
Cancer Vaccines/immunology , Dendritic Cells/cytology , Neoplasms/therapy , T-Lymphocytes, Cytotoxic/cytology , Animals , Antigens, Neoplasm/metabolism , Coculture Techniques , Humans , Immunosuppressive Agents/therapeutic use , Immunotherapy , Interferon-gamma/metabolism , Melanoma, Experimental , Mice , Mice, Inbred C57BL , Neoplasms/immunology , Phenotype , Spleen/cytology , Tumor Microenvironment
7.
Colloids Surf B Biointerfaces ; 143: 27-36, 2016 Jul 01.
Article in English | MEDLINE | ID: mdl-26998864

ABSTRACT

In this study, a novel type of high intensity focused ultrasound (HIFU)-triggered active tumor-targeting polymeric micelle was prepared and investigated for controlled drug release and enhanced cellular uptake. Amphiphilic hyaluronic acid (HA) conjugates were synthesized to form docetaxel loaded micelles in aqueous conditions with high encapsulation efficiencies of over 80%. The micelle sizes were limited to less than 150nm, and they varied slightly according to the encapsulated drug amount. Modifying the micellar surface modification with polyethylene glycol diamine successfully inhibited premature drug leakage at a certain level, and it can be expected to prolong the circulation time of the particles in blood. In addition, high-intensity focused ultrasound was introduced to control the release of docetaxel from micelles, to which the release behavior of a drug can be tuned. The in-vitro cell cytotoxicity of docetaxel-loaded micelles was verified against CT-26 and MDA-MB-231 cells. The IC50 values of drug-loaded micelles to CT-26 and MDA-MB-231 cells were 1230.2 and 870.9ng/mL, respectively. However, when exposed to HIFU, the values decreased significantly, to 181.9 and 114.3ng/mL, suggesting that HIFU can enhance cell cytotoxicity by triggering the release of a drug from the micelles. Furthermore, cellular uptake tests were conducted via the quantitative analysis of intracellular drug concentration within CT-26 (CD44 negative), MDA-MB-231 (CD44 positive), and MDA-MB-231 (CD44 blocked), and then imaged with coumarin-6 loaded micelles. The results verified that intracellular drug delivery can be enhanced efficiently via the CD44 receptor-mediated endocytosis of HA micelles. Moreover, HIFU enhanced the cellular uptake behavior by altering the permeability of the cell membrane. It was also able to aid with the extravasation of micelles into the interior of tumors, which will be explained in further research. Therefore, the present study demonstrates that the micelles prepared in this study can emerge as promising nanocarriers of chemotherapeutic agents for controlled drug release and tumor targeting in cancer treatment.


Subject(s)
Antineoplastic Agents/pharmacology , Delayed-Action Preparations , Hyaluronic Acid/chemistry , Polyethylene Glycols/chemistry , Ultrasonic Waves , Antineoplastic Agents/metabolism , Cell Line, Tumor , Cell Survival/drug effects , Cell Survival/radiation effects , Coumarins/metabolism , Docetaxel , Drug Compounding , Drug Delivery Systems , Drug Liberation/radiation effects , Endocytosis/radiation effects , Fluorescent Dyes/metabolism , Humans , Hyaluronan Receptors/metabolism , Kinetics , Micelles , Paclitaxel/metabolism , Paclitaxel/pharmacology , Taxoids/metabolism , Taxoids/pharmacology
8.
Adv Healthc Mater ; 5(2): 288-95, 2016 Jan 21.
Article in English | MEDLINE | ID: mdl-26584018

ABSTRACT

In this study, a new type of targeted bacteriobots is prepared and investigated as a therapeutic strategy against solid tumors. Maleimide-functionalized hyaluronic acid (HA) polymer is synthesized and cross-linked with four-arm-thiolated polyethylene glycol (PEG-SH) to form HA microbeads with diameter of 8 µm through the Michael-type addition. Docetaxel (DTX)-loaded nanoparticles are encapsulated in HA-PEG microbeads and sustained in vitro drug-release pattern of the DTX from the HA-PEG microbeads is observed for up to 96 h. Dual-targeted bacteriobots are prepared using CD 44 receptor-targeted HA microbeads synthesized via microfluidics, followed by the attachment of the flagellar bacterium Salmonella typhimurium, which have been genetically engineered for tumor targeting, onto the surface of the HA microbeads by the specific interaction between streptavidin on the HA beads and biotin on the bacteria. After the attachment of bacteria, the bacteriobots show an average velocity of 0.72 µm s(-1) and high chemotactic migration velocity of 0.43 µm s(-1) towards 4T1 cells lysates. CD 44 receptor-specific cellular uptake is verified through flow cytometry analysis and confocal imaging, demonstrating enhanced intracellular uptake in CD 44 receptor positive tumor cells compared to normal cells. Therefore, the present study suggests that these bacteriobots have dual-tumor-targeting abilities displaying their potential for targeted anticancer therapy.


Subject(s)
Antineoplastic Agents/therapeutic use , Breast Neoplasms/drug therapy , Chemotaxis/drug effects , Genetic Engineering , Hyaluronic Acid/pharmacology , Microspheres , Salmonella typhimurium/metabolism , Animals , Breast Neoplasms/pathology , Cell Death/drug effects , Cell Line, Tumor , Docetaxel , Drug Liberation , Endocytosis/drug effects , Female , Flow Cytometry , Hyaluronic Acid/chemical synthesis , Hyaluronic Acid/chemistry , Lactic Acid/chemistry , Maleimides/chemistry , Mice , Movement , NIH 3T3 Cells , Nanoparticles/chemistry , Polyglycolic Acid/chemistry , Polylactic Acid-Polyglycolic Acid Copolymer , Proton Magnetic Resonance Spectroscopy , Taxoids/pharmacology , Taxoids/therapeutic use
9.
Biomicrofluidics ; 9(5): 054116, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26487902

ABSTRACT

The bacteria-based microrobot (Bacteriobot) is one of the most effective vehicles for drug delivery systems. The bacteriobot consists of a microbead containing therapeutic drugs and bacteria as a sensor and an actuator that can target and guide the bacteriobot to its destination. Many researchers are developing bacteria-based microrobots and establishing the model. In spite of these efforts, a motility model for bacteriobots steered by chemotaxis remains elusive. Because bacterial movement is random and should be described using a stochastic model, bacterial response to the chemo-attractant is difficult to anticipate. In this research, we used a population-scale approach to overcome the main obstacle to the stochastic motion of single bacterium. Also known as Keller-Segel's equation in chemotaxis research, the population-scale approach is not new. It is a well-designed model derived from transport theory and adaptable to any chemotaxis experiment. In addition, we have considered the self-propelled Brownian motion of the bacteriobot in order to represent its stochastic properties. From this perspective, we have proposed a new numerical modelling method combining chemotaxis and Brownian motion to create a bacteriobot model steered by chemotaxis. To obtain modeling parameters, we executed motility analyses of microbeads and bacteriobots without chemotactic steering as well as chemotactic steering analysis of the bacteriobots. The resulting proposed model shows sound agreement with experimental data with a confidence level <0.01.

10.
Biotechnol Bioeng ; 112(8): 1623-31, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25944679

ABSTRACT

In this paper, we propose a new concept for a hybrid actuated microrobot for tumor-targeting therapy. For drug delivery in tumor therapy, various electromagnetic actuated microrobot systems have been studied. In addition, bacteria-based microrobot (so-called bacteriobot), which use tumor targeting and the therapeutic function of the bacteria, has also been proposed for solid tumor therapy. Compared with bacteriobot, electromagnetic actuated microrobot has larger driving force and locomotive controllability due to their position recognition and magnetic field control. However, because electromagnetic actuated microrobot does not have self-tumor targeting, they need to be controlled by an external magnetic field. In contrast, the bacteriobot uses tumor targeting and the bacteria's own motility, and can exhibit self-targeting performance at solid tumors. However, because the propulsion forces of the bacteria are too small, it is very difficult for bacteriobot to track a tumor in a vessel with a large bloodstream. Therefore, we propose a hybrid actuated microrobot combined with electromagnetic actuation in large blood vessels with a macro range and bacterial actuation in small vessels with a micro range. In addition, the proposed microrobot consists of biodegradable and biocompatible microbeads in which the drugs and magnetic particles can be encapsulated; the bacteria can be attached to the surface of the microbeads and propel the microrobot. We carried out macro-manipulation of the hybrid actuated microrobot along a desired path through electromagnetic field control and the micro-manipulation of the hybrid actuated microrobot toward a chemical attractant through the chemotaxis of the bacteria. For the validation of the hybrid actuation of the microrobot, we fabricated a hydrogel microfluidic channel that can generate a chemical gradient. Finally, we evaluated the motility performance of the hybrid actuated microrobot in the hydrogel microfluidic channel. We expect that the hybrid actuated microrobot will be utilized for tumor targeting and therapy in future.


Subject(s)
Bacterial Physiological Phenomena , Biological Therapy/methods , Chemotaxis , Drug Delivery Systems/methods , Electromagnetic Fields , Neoplasms/therapy , Lab-On-A-Chip Devices , Microfluidics
11.
Biotechnol Bioeng ; 112(4): 769-76, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25312282

ABSTRACT

To develop an efficient bacteria-based microrobot, first, therapeutic bacteria should be encapsulated into microbeads using biodegradable and biocompatible materials; second, the releasing rate of the encapsulated bacteria for theragnostic function should be regulated; and finally, flagellated bacteria should be attached on the microbeads to ensure the motility of the microrobot. For the therapeutic bacteria encapsulation, an alginate can be a promising candidate as a biodegradable and biocompatible material. Owing to the non-regulated releasing rate of the encapsulated bacteria in alginate microbeads and the weak attachment of flagellated bacteria on the surface of alginate microbeads, however, the alginate microbeads cannot be used as effective cargo for a bacteria-based microrobot. In this paper, to enhance the stability of the bacteria encapsulation and the adhesion of flagellated bacteria in alginate microbeads, we performed a surface modification of alginate microbeads using chitosan coating. The bacteria-encapsulated alginate microbeads with 1% chitosan coating maintained their structural integrity up to 72 h, whereas the control alginate microbead group without chitosan coating showed severe degradations after 24 h. The chitosan coating in alginate microbeads shows the enhanced attachment of flagellated bacteria on the surface of alginate microbeads. The bacteria-actuated microrobot with the enhanced flagellated bacteria attachment could show approximately 4.2 times higher average velocities than the control bacteria-actuated microrobot without chitosan coating. Consequently, the surface modification using chitosan coating enhanced the structural stability and the motility of the bacteria-based alginate microrobots.


Subject(s)
Alginates/metabolism , Bacteria/metabolism , Cells, Immobilized/metabolism , Chitosan/metabolism , Glucuronic Acid/metabolism , Hexuronic Acids/metabolism , Microspheres
12.
Brain Tumor Res Treat ; 2(2): 132-7, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25408940

ABSTRACT

Papillary thyroid carcinoma (PTC) is the most common type of thyroid malignancy and has relatively favorable prognosis. Blood-borne metastases of PTC are very rare among the thyroid malignancies. Moreover a case of blood-borne central nervous system metastasized PTC with only unilateral Horner's syndrome, and without any abnormalities in laboratory or physical examinations has not been described before. A 53-year-old female patient had been managed in ophthalmologic clinic due to vague symptoms of right monocular blurred vision with eye dryness for 3 months, but showed no signs of improvement. So it was performed a magnetic resonance imaging and magnetic resonance angiography to evaluate the possibilities of cerebral lesion. And a left frontal mass was incidentally found, and the tumor turned out to be a PTC that had metastasized to brain, regional lymph node, cervical, thoracic spine, and lung. We describe a PTC with extraordinary initial symptoms that metastasized to an unusual site. We recommend that if a papillary thyroid tumor with unusual symptoms or at an advanced stage is found, further investigation should be performed for distant metastasis.

13.
Biotechnol Bioeng ; 111(10): 2132-8, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24771225

ABSTRACT

Biocompatibility, sensing, and self-actuation are very important features for a therapeutic biomedical microrobot. As a new concept for tumor theragnosis, this paper proposes a monocyte-based microrobots, which are combining the phagocytosis and engulfment activities containing human acute monocytic leukemia cell line (THP-1) with various sized polystyrene microbeads are engulfed instead of a therapeutic drug. For the validation of the blood vessel barrier-penetrating activity of the monocyte-based microrobot, we fabricate a new cell migration assay with monolayer-cultured endothelial cell (HUVEC), similar with the blood vessels. We perform the penetrating chemotactic motility of the monocyte-based microrobot using various types of the chemo-attractants, such as monocyte chemotactic protein (MCP)-1, human breast cancer cell lines (MCF7)-cell lysates, and -contained alginate spheroids. The monocyte-based microrobot show chemotactic transmigrating motilities similar with what an actual monocyte does. This new paradigm of a monocyte-based microrobot having various useful properties such as biocompatibility, sensing, and self-actuation can become the basis of a biomedical microrobot using monocytes for diagnosis and therapy of various diseases.


Subject(s)
Chemokine CCL2/immunology , Chemotaxis , Monocytes/cytology , Cell Line, Tumor , Human Umbilical Vein Endothelial Cells , Humans , MCF-7 Cells , Monocytes/immunology , Neoplasms/diagnosis , Neoplasms/therapy , Phagocytosis
14.
Biotechnol Bioeng ; 111(1): 134-43, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23893511

ABSTRACT

A bacteria-based microrobot (bacteriobot) was proposed and investigated as a new type of active drug delivery system because of its useful advantages, such as active tumor targeting, bacteria-mediated tumor diagnosis, and therapy. In this study, we fabricated a bacteriobot with enhanced motility by selective attachment of flagellar bacteria (Salmonella typhimurium). Through selective bovine serum albumin (BSA) pattering on hydrophobic polystyrene (PS) microbeads, many S. typhimurium could be selectively attached only on the unpatterned surface of PS microbead. For the evaluation of the chemotactic motility of the bacteriobot, we developed a microfluidic chamber which can generate a stable concentration gradient of bacterial chemotactic chemicals. Prior to the evaluation of the bacteriobot, we first evaluated the directional chemotactic motility of S. typhimurium using the proposed microfluidic chamber, which contained a bacterial chemo-attractant (L-aspartic acid) and a chemo-repellent (NiSO4 ), respectively. Compared to density of the control group in the microfluidic chamber without any chemical gradient, S. typhimurium increased by about 16% in the L-aspartic acid gradient region and decreased by about 22% in the NiSO4 gradient region. Second, we evaluated the bacteriobot's directional motility by using this microfluidic chamber. The chemotactic directional motility of the bacteriobot increased by 14% and decreased by 13% in the concentration gradients of L-aspartic acid and NiSO4 , respectively. These results confirm that the bacteriobot with selectively patterned S. typhimurium shows chemotaxis motility very similar to that of S. typhimurium. Moreover, the directional motilities of the bacteria and bacteriobot could be demonstrated quantitatively through the proposed microfluidic chamber.


Subject(s)
Biotechnology , Chemotaxis/physiology , Microfluidic Analytical Techniques/instrumentation , Robotics/instrumentation , Salmonella typhimurium/physiology , Biotechnology/instrumentation , Biotechnology/methods , Chemotactic Factors/pharmacology , Chemotaxis/drug effects , Drug Delivery Systems
15.
Sci Rep ; 3: 3394, 2013 Dec 02.
Article in English | MEDLINE | ID: mdl-24292152

ABSTRACT

We propose a bacteria-based microrobot (bacteriobot) based on a new fusion paradigm for theranostic activities against solid tumors. We develop a bacteriobot using the strong attachment of bacteria to Cy5.5-coated polystyrene microbeads due to the high-affinity interaction between biotin and streptavidin. The chemotactic responses of the bacteria and the bacteriobots to the concentration gradients of lysates or spheroids of solid tumors can be detected as the migration of the bacteria and/or the bacteriobots out of the central region toward the side regions in a chemotactic microfluidic chamber. The bacteriobots showed higher migration velocity toward tumor cell lysates or spheroids than toward normal cells. In addition, when only the bacteriobots were injected to the CT-26 tumor mouse model, Cy5.5 signal was detected from the tumor site of the mouse model. In-vitro and in-vivo tests verified that the bacteriobots had chemotactic motility and tumor targeting ability. The new microrobot paradigm in which bacteria act as microactuators and microsensors to deliver microstructures to tumors can be considered a new theranostic methodology for targeting and treating solid tumors.


Subject(s)
Bacteria/metabolism , Neoplasms/metabolism , Neoplasms/therapy , Animals , Biotin/metabolism , Carbocyanines/metabolism , Cell Line , Cell Line, Tumor , Mice , Microspheres , NIH 3T3 Cells , Polystyrenes/metabolism , Robotics/methods , Streptavidin/metabolism
16.
Biomed Microdevices ; 14(6): 1019-25, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22976580

ABSTRACT

For the development of bacteria-based biomedical microrobot, we propose the fabrication method of biocompatible poly(ethylene glycol) (PEG) microbeads using a cross-junction microfluidic channel. PEG droplets were polymerized by ultraviolet (UV) irradiation to form PEG microbeads of 8.18 ± 3.4 µm diameter in a microfluidic channel. Generally, the bacteria did not attach to the surface of the PEG microbeads because of their hydrophilicity. We modified the selective surface of the PEG microbeads using poly-L-lysine (PLL), promoting attenuated Salmonella typhimurium adhesion using the submerging property of PEG microbeads on agarose gel: the bacteria could thus be attached to the PLL-coated surface region of the PEG microbeads. The selectively PLL-coated PEG microbeads group showed enhanced motility compared with the PLL-uncoated and completely PLL-coated PEG microbeads groups. The selectively PLL-coated PEG microbeads group showed 12.33 and 7.40 times higher average velocities than the PLL-uncoated and completely PLL-coated PEG microbeads groups, respectively. This study verified the successful fabrication of bacteria-based microrobots using PEG microbeads, and the enhanced motility of the microrobots by selective bacteria patterning using agarose gel and PLL.


Subject(s)
Bacteria/metabolism , Coated Materials, Biocompatible/chemistry , Polyethylene Glycols/chemistry , Robotics/instrumentation , Salmonella typhimurium/metabolism , Adhesins, Bacterial/metabolism , Image Processing, Computer-Assisted , Microspheres , Polylysine/chemistry , Surface Properties
17.
Arterioscler Thromb Vasc Biol ; 29(6): 915-20, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19286633

ABSTRACT

OBJECTIVE: The leukotriene B(4) (LTB(4)) receptor BLT2 is expressed in endothelium, but no clear physiological function for it has yet been identified, especially in vascular angiogenesis. The purpose of this study is to characterize the potential function of BLT2 in vascular endothelial growth factor (VEGF)-induced angiogenesis. METHODS AND RESULTS: VEGF significantly upregulates BLT2 expression in human umbilical vein endothelial cells (HUVECs), and BLT2 knockdown by siRNA or inhibition of BLT2 by a specific BLT2 antagonist LY255283 attenuates VEGF-induced angiogenesis, which was determined by its effect on the formation of tube-like structures and on transmigration. The role of BLT2 in VEGF-induced angiogenesis was more evident in vivo, where BLT2 inhibition by LY255283 almost completely blocked VEGF-induced vessel formation in Matrigel-plug assays. In addition, we found that VEGF upregulates synthesis of the BLT2 ligand, 12(S)-hydroxyeicosatetraenoic acid (HETE). siRNA knockdown of 12-lipoxygenase (12-LO) expression attenuates VEGF-induced angiogenesis in HUVECs, and the addition of 12(S)-HETE to the 12-LO knockdown-HUVECs restores VEGF-induced angiogenesis. The activation of BLT2 itself by either 12(S)-HETE or LTB(4) evoked significant angiogenic phenotypes, both in vitro and in vivo. CONCLUSIONS: Our findings indicate that BLT2 plays an essential role in mediating VEGF-induced angiogenesis.


Subject(s)
Endothelial Cells/metabolism , Neovascularization, Physiologic , Receptors, Leukotriene B4/metabolism , Vascular Endothelial Growth Factor A/metabolism , 12-Hydroxy-5,8,10,14-eicosatetraenoic Acid/metabolism , Animals , Arachidonate 12-Lipoxygenase/metabolism , Cell Movement , Cells, Cultured , Endothelial Cells/drug effects , Humans , Leukotriene Antagonists/pharmacology , Leukotriene B4/metabolism , Ligands , Mice , Mice, Transgenic , Neovascularization, Physiologic/drug effects , RNA Interference , RNA, Messenger/metabolism , RNA, Small Interfering/metabolism , Receptors, Leukotriene B4/antagonists & inhibitors , Receptors, Leukotriene B4/genetics , Tetrazoles/pharmacology , Up-Regulation
18.
Rev Sci Instrum ; 78(7): 076101, 2007 Jul.
Article in English | MEDLINE | ID: mdl-17672800

ABSTRACT

Differential heterodyne interferometer is applied for measuring spatial thickness variations across glass panels of liquid-crystal displays. This system uses the Zeeman laser as a source of two-frequency shifted orthogonally linearly polarized probe waves, passing through the glass in two spatially separated points. These waves are then recombined in a single beam to produce the intermediate frequency signal with the phase proportional to the thickness gradient of a glass sample. The phase of the intermediate signal is measured against the laser reference by means of a lock-in amplifier, and finally real-time integration provides the thickness variation. Since spatial separation of the probe beams is only 1.35 mm good approximation for the thickness gradient is achieved. Detailed design of the interferometer and experimental results on real samples are presented.


Subject(s)
Glass/chemistry , Interferometry/instrumentation , Materials Testing/instrumentation , Equipment Design , Equipment Failure Analysis , Reproducibility of Results , Sensitivity and Specificity
19.
Exp Mol Med ; 39(1): 97-105, 2007 Feb 28.
Article in English | MEDLINE | ID: mdl-17334233

ABSTRACT

Expression of matrix metalloproteinase-9 (MMP-9) is associated with airway remodeling and tissue injury in asthma. However, little is known about how MMP-9 is up-regulated in airway epithelial cells. In this study, we show that phorbol myristate acetate (PMA) induces MMP-9 expression via a protein kinase Calpha (PKCalpha)-dependent signaling cascade in BEAS-2B human lung epithelial cells. Pretreatment with either GF109203X, a general PKC inhibitor, or Go6976, a PKCalpha/beta isozyme inhibitor, inhibited PMA-induced activation of the MMP-9 promoter, as did transient transfection with PKCalpha antisense oligonuclotides. PMA activated NF-kappaB by phosphorylating IkappaB in these cells and this was also inhibited by GF109203X and Go6976, suggesting that PKCa acts as an upstream regulator of NF-kappaB in PMA-induced MMP-9 induction. Our results indicate that a "PKCalpha-NF- kappaB"-dependent cascade is involved in the signaling leading to PMA-induced MMP-9 expression in the lung epithelium.


Subject(s)
Lung/metabolism , Matrix Metalloproteinase 9/metabolism , NF-kappa B/metabolism , Protein Kinase C-alpha/metabolism , Tetradecanoylphorbol Acetate/pharmacology , Up-Regulation/drug effects , Cell Line , Epithelial Cells/drug effects , Epithelial Cells/metabolism , Humans , Lung/drug effects
20.
Biochem J ; 388(Pt 2): 527-35, 2005 Jun 01.
Article in English | MEDLINE | ID: mdl-15689183

ABSTRACT

The roles of Rac and p38 kinase in the activation of cPLA2 (cytosolic PLA2) in Rat-2 fibroblasts were investigated. In the present study, we found that PMA activates cPLA2 by a Rac-p38 kinase-dependent pathway. Consistent with this, Rac, if activated, was shown to stimulate cPLA2 in a p38 kinase-dependent manner. In another experiment to understand the signalling mechanism by which the Rac-p38 kinase cascade mediates cPLA2 activation in response to PMA, we observed that PMA-induced cPLA2 translocation to the perinuclear region is completely inhibited by the expression of Rac1N17 or treatment with SB203580 (inhibitor of p38 kinase), suggesting that Rac-p38 kinase cascade acts in this instance by mediating the translocation of cPLA2. The mediatory role of p38 kinase in cPLA2 activation was further demonstrated after a treatment with anisomycin, a very effective activator of p38 kinase. Consistent with the mediatory role of p38 kinase in stimulating cPLA2, anisomycin induced the translocation and activation of cPLA2 in a p38 kinase-dependent manner.


Subject(s)
Phospholipases A/metabolism , Tetradecanoylphorbol Acetate/pharmacology , p38 Mitogen-Activated Protein Kinases/metabolism , rac GTP-Binding Proteins/metabolism , Animals , Anisomycin/pharmacology , Cell Line , Cytosol/enzymology , Enzyme Activation , Fibroblasts/enzymology , Phospholipases A2 , Protein Transport , Rats , Signal Transduction
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