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1.
Analyst ; 146(3): 930-936, 2021 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-33242034

RESUMO

Automated detection of the influenza virus is important for the prevention of infectious viruses. Herein, assisted by three-dimensional (3-D) magnetophoretic separation and magnetic label, an automated detection device was constructed for H7N9 influenza virus hemagglutinin. Multi-layer glass slides were used to generate a 3-D microchannel network with two-level channels, realizing 3-D magnetophoretic separation with a magnetic field in the vertical direction to microchannels for the sample treatment. After the immunomagnetic separation, a magnetic-tagged complex was captured in an antibody-modified glass capillary, where magnetic beads further as a label could cause the voltage change of the miniature tube liquid sensor to obtain the detection signal. Moreover, the whole detection process and detection results were controlled and read through a liquid crystal display (LCD) screen to improve the automation. Finally, the detection limit was calculated to be 8.4 ng mL-1 for H7N9 hemagglutinin and had good specificity and reproducibility. These results indicate that this detection device proposes promising automated avenues for the early detection of infectious diseases.


Assuntos
Subtipo H7N9 do Vírus da Influenza A , Influenza Humana , Humanos , Separação Imunomagnética , Influenza Humana/diagnóstico , Fenômenos Magnéticos , Reprodutibilidade dos Testes
2.
Sens Actuators B Chem ; 308: 127675, 2020 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-32288257

RESUMO

Influenza viruses with multiple subtypes have highly virulent in humans, of which influenza hemagglutinin (HA) is the major viral surface antigen. Simultaneous and automated detection of multiple influenza HA are of great importance for early-stage diagnosis and operator protection. Herein, a magnetism and size mediated microfluidic platform was developed for point-of-care detection of multiple influenza HA. With multiplex microvalves and computer program control, the detection process showed high automation which had a great potential for avoiding the high-risk virus exposure to the operator. Taking advantage of magnetism and size mediated multiple physical fields, multiple influenza HA could be simultaneous separation and detection depended on different-size magnetic beads. Using high-luminance quantum dots as reporter, this assay achieved high sensitivity with a detection limit of 3.4 ng/mL for H7N9 HA and 4.5 ng/mL for H9N2 HA, and showed excellent specificity, anti-interference ability and good reproducibility. These results indicate that this method may propose new avenues for early detection of multiple influenza subtypes.

3.
J Nanobiotechnology ; 18(1): 70, 2020 May 07.
Artigo em Inglês | MEDLINE | ID: mdl-32381091

RESUMO

BACKGROUND: The most convenient circulating tumor cells (CTCs) identification method is direct analysis of cells under bright field microscopy by which CTCs can be comprehensive studied based on morphology, phenotype or even cellular function. However, universal cell markers and a standard tumour cell map do not exist, thus limiting the clinical application of CTCs. RESULTS: This paper focuses on an automatic and convenient negative depletion strategy for circulating tumour cell identification under bright field microscopy. In this strategy, immune microparticles (IMPs) are applied to negatively label white blood cells rather than the tumour cells, such that tumour cells can be directly distinguished under brightfield of the microscopy. In this way, all of the heterogeneous tumour cells and their phenotype properties can be retained for further cancer-related studies. In addition, a wedge-shaped microfluidic chip is constructed for heterogeneous CTC pre-purification and enrichment by size, thus significantly decreasing the interference of haematological cells. Additionally, all cell treatments are processed automatically, and the tumour cells can be rapidly counted and distinguished via customized cell analytical software, showing high detection efficiency and automation. This IMPs based negative cell labelling strategy can also be combined with other classic cell identification methods, thus demonstrating its excellent compatibility. CONCLUSION: This identification strategy features simple and harmless for tumour cells, as well as excellent accuracy and efficiency. And the low equipment demand and high automation level make it promise for extensive application in basic medical institutions.


Assuntos
Separação Celular/instrumentação , Dispositivos Lab-On-A-Chip , Células Neoplásicas Circulantes/química , Linhagem Celular Tumoral , Desenho de Equipamento , Humanos , Células Neoplásicas Circulantes/classificação , Células Neoplásicas Circulantes/metabolismo
4.
Biomed Microdevices ; 21(4): 87, 2019 09 02.
Artigo em Inglês | MEDLINE | ID: mdl-31475308

RESUMO

As we all know, microvalve holds great importance for microfluidic manipulation in chip. Herein, a simple method of high-performance multiplex microvalves chip fabrication was reported. In this method, a sandwich structure is established by inserting a polydimethylsiloxane (PDMS) membrane into two glasses, which is cheap and simple without any complex silicon-based device or soft lithography. Taking advantages of both the elasticity of the PDMS and the rigidity of glass, the microvalve chip showed good controls performance and had the ability of multiplex integration. Moreover, aided by a computer design program, this microvalves chip can be performed automatically, showing great potential to develop new highly integrated microfluidic devices. In addition, the fabricated multiplex microvalve chip is further successfully used for staining tumor cells automatically, improving the efficiency of cell identification process and reducing human errors. These results indicate this method opens up new avenues for multiplex microvalves fabrication and its biological application.


Assuntos
Dispositivos Lab-On-A-Chip , Coloração e Rotulagem/instrumentação , Neoplasias da Mama/patologia , Dimetilpolisiloxanos , Humanos , Células Neoplásicas Circulantes/patologia
5.
J Transl Med ; 16(1): 139, 2018 05 23.
Artigo em Inglês | MEDLINE | ID: mdl-29792200

RESUMO

BACKGROUND: Circulating tumor cells (CTCs) have great potential in both basic research and clinical application for the managements of cancer. However, the complicated fabrication processes and expensive materials of the existing CTCs isolation devices, to a large extent, limit their clinical translation and CTCs' clinical value. Therefore, it remains to be urgently needed to develop a new platform for achieving CTCs detection with low-cost, mass-producible but high performance. METHODS: In the present study, we introduced a novel wedge-shaped microfluidic chip (named CTC-ΔChip) fabricated by two pieces of glass through wet etching and thermal bonding technique for CTCs isolation, which achieved CTCs enrichment by different size without cell surface expression markers and CTCs identification with three-color immunocytochemistry method (CK+/CD45-/Nucleus+). We validated the feasibility of CTC-ΔChip for detecting CTCs from different types of solid tumor. Furthermore, we applied the newly-developed platform to investigate the clinical significance of CTCs in gastric cancer (GC). RESULTS: Based on "label-free" characteristic, the capture efficiency of CTC-ΔChip can be as high as 93.7 ± 3.2% in DMEM and 91.0 ± 3.0% in whole blood sample under optimized conditions. Clinically, CTC-ΔChip exhibited the feasibility of detecting CTCs from different types of solid tumor, and it identified 7.30 ± 7.29 CTCs from 2 mL peripheral blood with a positive rate of 75% (30/40) in GC patients. Interestingly, we found that GC CTCs count was significantly correlated with multiple systemic inflammation indexes, including the lymphocyte count, platelet count, the level of neutrophil to lymphocyte ratio and platelet to lymphocyte ratio. In addition, we also found that both the positivity rate and CTCs count were significantly associated with multiple clinicopathology parameters. CONCLUSIONS: Our novel CTC-ΔChip shows high performance for detecting CTCs from less volume of blood samples of cancer patients and important clinical significance in GC. Owing to the advantages of low-cost and mass-producible, CTC-ΔChip holds great potential of clinical application for cancer therapeutic guidance and prognostic monitoring in the future.


Assuntos
Separação Celular/métodos , Microfluídica/métodos , Células Neoplásicas Circulantes/patologia , Neoplasias Gástricas/patologia , Linhagem Celular Tumoral , Estudos de Viabilidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
6.
Biomed Microdevices ; 20(4): 83, 2018 09 17.
Artigo em Inglês | MEDLINE | ID: mdl-30221311

RESUMO

Isolation and detection of circulating tumor cells (CTCs) has showed a great clinical impact for tumor diagnosis and treatment monitoring. Despite significant progresses of the existing technologies, feasible and cost-effective CTC isolation techniques are more desirable. In this study, a novel method was developed for highly efficient isolation of CTCs from breast cancer patients based on biophysical properties using a pyramid-shaped microchamber. Through optimization tests, the outlet height of 6 µm and the flow rate of 200 µL/min were chosen as the optimal conditions. The capture efficiencies of more than 85% were achieved for cancer cell lines (SKBR3, BGC823, PC3, and H1975) spiked in DMEM and healthy blood samples without clogging issue. In clinic assay, the platform identified CTCs in 13 of 20 breast cancer patients (65%) with an average of 4.25 ± 4.96 CTCs/2 mL, whereas only one cell was recognized as CTC in 1 of 15 healthy blood samples. The statistical analyses results demonstrated that both CTC positive rate and CTC counts were positive correlated with TNM stage (p < 0.001; p = 0.02, respectively). This microfluidic platform successfully demonstrated the clinical feasibility of CTC isolation and would hold great potential of clinical application in predicting and monitoring the prognosis of cancer patients.


Assuntos
Neoplasias da Mama/patologia , Separação Celular/instrumentação , Dispositivos Lab-On-A-Chip , Células Neoplásicas Circulantes/patologia , Linhagem Celular Tumoral , Humanos
7.
Nanotechnology ; 29(45): 455401, 2018 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-30156189

RESUMO

Multi-dimensional nanomaterials possess a porous structure and plenty of active sites, so they have promising prospects in supercapacitor applications. As the typical pseudocapacitance materials, interlaced CoS nanoflakes and two-dimensional NiO nanosheets were assembled into multi-dimensional CoS/NiO architectures. The fabricated CoS/NiO nanostructures on nickel foam can directly serve as the supercapacitor electrodes. Such multi-dimensional CoS/NiO architectures exhibit the enhanced electrochemical performances in the light of the cyclic voltammetry curves and galvanostatic charging-discharging (GCD) tests. A multi-dimensional CoS/NiO electrode releases a high specific capacitance of 1620 F g-1 at 1.0 A g-1, which is distinctly higher than those of pristine CoS and NiO electrodes. The CoS/NiO//nitrogen-doped carbon nanoarrays (NC) asymmetric supercapacitor (ASC) can operate stably at 1.6 V. The GCD curves of the ASC at diverse current densities within the voltage window of 0-1.6 V exhibit reasonable symmetry. The CoS/NiO//NC ASC shows great long-term cycling performance, it has 93.5% capacity retention after 3000 cycles. Electrochemical analyses and detailed material characterizations are performed to reveal the mechanism for the enhanced performance of capacitance.

8.
Biomed Microdevices ; 19(4): 93, 2017 Oct 25.
Artigo em Inglês | MEDLINE | ID: mdl-29071494

RESUMO

Circulating tumor cells (CTCs) have been regarded as the major cause of metastasis, holding significant insights for tumor diagnosis and treatment. Although many efforts have been made to develop methods for CTC isolation and release in microfluidic system, it remains significant challenges to realize highly efficient isolation and gentle release of CTCs for further cellular and bio-molecular analyses. In this study, we demonstrate a novel method for CTC isolation and release using a simple wedge-shaped microfluidic chip embedding degradable znic oxide nanorods (ZnNRs) substrate. By integrating size-dependent filtration with degradable nanostructured substrate, the capture efficiencies over 87.5% were achieved for SKBR3, PC3, HepG2 and A549 cancer cells spiked in healthy blood sample with the flow rate of 100 µL min-1. By dissolving ZnNRs substrate with an extremely low concentration of phosphoric acid (12.5 mM), up to 85.6% of the captured SKBR3 cells were released after reverse injection with flow rate of 100 µL min-1 for 15 min, which exhibited around 73.6% cell viability within 1 h after release to around 93.9% after re-cultured for 3 days. It is conceivable that our microfluidic device has great potentials in carrying on cell-based biomedical studies and guiding individualized treatment in the future.


Assuntos
Dispositivos Lab-On-A-Chip , Nanotubos/química , Células Neoplásicas Circulantes/química , Óxido de Zinco/química , Células A549 , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Células Hep G2 , Humanos , Técnicas Analíticas Microfluídicas
9.
Biomed Microdevices ; 15(4): 617-626, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23780622

RESUMO

We demonstrate the isolation of circulating tumor cells (CTCs) with a biocompatible nano-film composed of TiO2 nanoparticles. Due to the enhanced topographic interaction between nano-film and cancer cell surface, cancer cells (HCT116) spiked into PBS and healthy blood can be recovered from the suspension, whose efficiencies were respectively 80 % and 50 %. Benifit from the biocompatibility of this nano-film, in-situ culture of the captured cancer cells is also available, which provides an alternative selection when the capture cell number was inadequate or the sample cannot be analyzed immediately. For the proof-of-concept study, we use this nano-film to separate the circulating tumor cells from the colorectal and gastric cancer patient peripheral blood samples and the captured CTCs are identified by a three-colored immunocytochemistry method. We investigated the cancer cells capture strength at the nano-bio interface through exposing the cells to fluid shear stress in microfluidic device, which can be utilized to increase the purity of CTCs. The result indicated that 50 % of the captured cells can be detached from the substrate when the fluid shear stress was 180 dyn cm(-2). By integration of this CTCs capture nano-film with other single cell analysis device, we expected to further explore their applications in genome sequencing based on the captured CTCs.


Assuntos
Materiais Biocompatíveis/química , Separação Celular/métodos , Imunoensaio/métodos , Nanopartículas , Células Neoplásicas Circulantes/patologia , Titânio/química , Anticorpos/imunologia , Antígenos de Neoplasias/imunologia , Moléculas de Adesão Celular/imunologia , Molécula de Adesão da Célula Epitelial , Humanos , Imuno-Histoquímica , Propriedades de Superfície
10.
Crit Rev Anal Chem ; : 1-12, 2023 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-37004164

RESUMO

The global outbreak of pathogen diseases has brought a huge risk to human lives and social development. Rapid diagnosis is the key strategy to fight against pathogen diseases. Development of detection methods and discovery of related affinity reagents are important parts of pathogen diagnosis. Conventional detection methods and affinity reagents discovery have some problems including much reagent consumption and labor intensity. Magnetic-based microfluidic chip integrates the unique advantages of magnetism and microfluidic technology, improving a powerful tool for pathogen detection and their affinity reagent discovery. This review provides a summary about the summary of pathogen detection through magnetic-based microfluidic chip, which refers to the pathogen nucleic acid detection (including extraction, amplification and signal acquisition), pathogen proteins and antibodies detection. Meanwhile, affinity reagents are served as the critical tool to specially capture pathogens. New affinity reagents are discovered to further facilitate the pathogen diagnosis. Microfluidic technology has also emerged as a powerful tool for affinity reagents discovery. Thus, this review further introduced the selection progress of aptamer as next generation affinity through the magnetic-based microfluidic technology. Using this selection technology shows great potential to improve selection performance, including integration and highly efficient selection. Finally, an outlook is given on how this field will develop on the basis of ongoing pathogen challenges.

11.
Anal Chim Acta ; 1279: 341773, 2023 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-37827673

RESUMO

Influenza virus, existing many subtypes, causes a huge risk of people health and life. Different subtypes bring a huge challenge for detection and treatment, thus simultaneous detection of multiple influenza virus subtypes plays a key role in fight against this disease. In this work, three kinds of influenza virus subtypes are one-step detection based on microbead-encoded microfluidic chip. HIN1, H3N2 and H7N3 were simultaneously captured only by microbeads of different magnetism and sizes, and they were further treated by magnetic separation and enriched through the magnetism and size-dependent microfluidic structure. Different subtypes of influenza virus could be linearly encoded in different detection zones of microfluidic chip according to microbeads of magnetism and size differences. With the high-brightness quantum dots (QDs) as label, the enriched fluorescence detection signals were further read online from linearly encoded strips, obtaining high sensitivity with detection limit of HIN1, H3N2, H7N3 about 2.2 ng/mL, 3.4 ng/mL and 2.9 ng/mL. Moreover, a visual operation interface, microcontroller unit and two-way syringe pump were consisted of a miniaturized detection device, improving the detection process automation. And this assay showed strong specificity. This method improves a new way of multiple pathogens detection using microbead-encoded technologies in the microfluidic chip.


Assuntos
Técnicas Analíticas Microfluídicas , Pontos Quânticos , Humanos , Microfluídica , Microesferas , Vírus da Influenza A Subtipo H3N2 , Vírus da Influenza A Subtipo H7N3 , Pontos Quânticos/química
12.
Lab Chip ; 9(16): 2281-5, 2009 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-19636457

RESUMO

An integrated microfluidic device has been developed to perform 1024 in situ click chemistry reactions in parallel using the bovine carbonic anhydrous II (bCAII) click chemistry system as a proof-of-concept study and a rapid hit identification approach using SPE purification and electrospray-ionization mass spectrometry, multiple reaction monitoring (MRM) analysis, all of which improves the sensitivity and throughput of the downstream analysis.


Assuntos
Técnicas Analíticas Microfluídicas/instrumentação , Integração de Sistemas , Acetileno/química , Animais , Azidas/química , Anidrase Carbônica II/antagonistas & inibidores , Anidrase Carbônica II/metabolismo , Inibidores da Anidrase Carbônica/análise , Inibidores da Anidrase Carbônica/farmacologia , Bovinos , Extração em Fase Sólida , Espectrometria de Massas por Ionização por Electrospray
13.
IEEE Trans Biomed Eng ; 66(6): 1536-1541, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30307854

RESUMO

OBJECTIVE: We have developed a novel simple wedge-shaped microfluidic device for highly efficient isolation of circulating tumor cells (CTCs) from cancer patient blood samples. METHODS: We used wet chemical etching and thermal bonding technologies to fabricate the wedge-shaped microdevice and performed optimization assays to obtain optimal capture parameters. Cancer cells spiked samples were used to evaluate the capture performance. Clinical assays were performed to isolate and identify CTCs from whole blood samples of patients with liver, breast, lung, and gastric cancer. RESULTS: Outlet height of 5.5 µm and flow rate of 200 µL/min were chosen as the optimal CTC-capture conditions. This method exhibited excellent isolation performance (more than 85% capture efficiency) for four cancer cell lines (HepG2, SKBR3, A549, and BGC823). In clinical assay, the platform identified CTCs 5 in 6 liver (83.3%), 8 in 10 breast (80%), 5 in 8 lung (62.5%), 5 in 9 gastric (55.6%) cancer patients, and only 1 in 25 healthy blood samples (4%). CONCLUSION: Our wedge-shaped microfluidic device had several advantages, including relatively simple fabrication, high capture efficiency, simple sample processing steps, and easy observation. SIGNIFICANCE: This method had successfully demonstrated the clinical feasibility of CTC isolation and shown a great potential of clinical usefulness in monitoring tumor prognosis and guiding individualized treatment in the future.


Assuntos
Separação Celular/instrumentação , Dispositivos Lab-On-A-Chip , Técnicas Analíticas Microfluídicas/instrumentação , Células Neoplásicas Circulantes , Linhagem Celular Tumoral , Separação Celular/métodos , Desenho de Equipamento , Humanos , Técnicas Analíticas Microfluídicas/métodos , Neoplasias/diagnóstico , Neoplasias/patologia
14.
ACS Appl Mater Interfaces ; 7(43): 24001-7, 2015 Nov 04.
Artigo em Inglês | MEDLINE | ID: mdl-26488449

RESUMO

As "liquid biopsies", circulating tumor cells (CTCs) have been thought to hold significant insights for cancer diagnosis and treatment. Despite the advances of microfluidic techniques that improve the capture of CTCs to a certain extent, recovering the captured CTCs with enhanced purity at the same time remains a challenge. Here, by combining on-chip purification and off-chip enzymatic treatment, we demonstrate a two-stage strategy to enhance the purity of captured cancer cells from blood samples. The on-chip purification introduces a stirring flow to increase the capture sensitivity and decrease nonspecifically bounded cells. The off-chip enzymatic treatment enables the cancer cells to be released from the attached magnetic beads, further improving the purity and enabling next reculture. For the proof-of-concept study, spiked cancer cells are successfully obtained from unprocessed whole blood with high recovery rate (∼68%) and purity (∼61%), facilitating subsequent RNA expression analysis.


Assuntos
Carcinoma Hepatocelular/patologia , Separação Celular/métodos , Enzimas/química , Neoplasias Hepáticas/patologia , Células Neoplásicas Circulantes/metabolismo , Análise Serial de Proteínas/métodos , Animais , Aptâmeros de Nucleotídeos/química , Carcinoma Hepatocelular/enzimologia , Bovinos , Linhagem Celular Tumoral , Simulação por Computador , Dimetilpolisiloxanos/química , Análise de Elementos Finitos , Humanos , Neoplasias Hepáticas/enzimologia , Magnetismo , Técnicas Analíticas Microfluídicas/métodos , Microfluídica , Reprodutibilidade dos Testes
15.
Adv Mater ; 24(20): 2756-60, 2012 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-22528884

RESUMO

A nanostructured platform that combines electrospun TiO(2) nanofibers (TiNFs)-deposited substrate and cell-capture agent realizes significant capture of circulating tumor cells (CTCs). The enhanced local topographic interactions between the horizontally packed TiNFs deposited substrates and extracellular matrix scaffolds, in addition to anti-EpCAM/EpCAM biological recognition, contributes to the significantly enhanced capture efficiency compared to flat surfaces.


Assuntos
Neoplasias Colorretais/sangue , Nanofibras/química , Células Neoplásicas Circulantes , Neoplasias Gástricas/sangue , Titânio/química , Antígenos de Neoplasias/metabolismo , Moléculas de Adesão Celular/metabolismo , Linhagem Celular Tumoral , Neoplasias Colorretais/patologia , Molécula de Adesão da Célula Epitelial , Células HCT116 , Células HeLa , Humanos , Imuno-Histoquímica , Células K562 , Células Neoplásicas Circulantes/metabolismo , Povidona/química , Neoplasias Gástricas/patologia
16.
Lab Chip ; 11(23): 4117-21, 2011 Dec 07.
Artigo em Inglês | MEDLINE | ID: mdl-22012540

RESUMO

In this paper, we demonstrate a new type of microfluidic chip that can realize continuous-flow purification of hydrogel beads from a carrier oil into aqueous solution by using a laminar-like oil/water interface. The microfluidic chip is composed by two functional components: (1) a flow-focusing bead generation module that can control size and shape of beads, (2) a bead extraction module capable of purifying hydrogel beads from oil into aqueous solution. This module is featured with large branch channels on one side and small ones on the opposite side. Water is continuously infused into the bead extraction module through the large branch channels, resulting in a laminar-like oil/water interface between the branch junctions. Simulation and experimental data show that the efficiency of oil depletion is determined by the relative flow rates between infused water and carrier oil. By using such a microfluidic device, viable cells (HCT116, colon cancer cell line) can be encapsulated in the hydrogel beads and purified into a cell culture media. Significantly improved cell viability was achieved compared to that observed by conventional bead purification approaches. This facile microfluidic chip could be a promising candidate for sample treatment in lab-on-a-chip applications.


Assuntos
Hidrogel de Polietilenoglicol-Dimetacrilato/química , Técnicas Analíticas Microfluídicas/métodos , Óleos/química , Água/química , Linhagem Celular Tumoral , Separação Celular , Sobrevivência Celular , Humanos , Técnicas Analíticas Microfluídicas/instrumentação
17.
Cancer Res ; 70(15): 6128-38, 2010 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-20631065

RESUMO

The clinical practice of oncology is being transformed by molecular diagnostics that will enable predictive and personalized medicine. Current technologies for quantitation of the cancer proteome are either qualitative (e.g., immunohistochemistry) or require large sample sizes (e.g., flow cytometry). Here, we report a microfluidic platform-microfluidic image cytometry (MIC)-capable of quantitative, single-cell proteomic analysis of multiple signaling molecules using only 1,000 to 2,800 cells. Using cultured cell lines, we show simultaneous measurement of four critical signaling proteins (EGFR, PTEN, phospho-Akt, and phospho-S6) within the oncogenic phosphoinositide 3-kinase (PI3K)/Akt/mammalian target of rapamycin (mTOR) signaling pathway. To show the clinical application of the MIC platform to solid tumors, we analyzed a panel of 19 human brain tumor biopsies, including glioblastomas. Our MIC measurements were validated by clinical immunohistochemistry and confirmed the striking intertumoral and intratumoral heterogeneity characteristic of glioblastoma. To interpret the multiparameter, single-cell MIC measurements, we adapted bioinformatic methods including self-organizing maps that stratify patients into clusters that predict tumor progression and patient survival. Together with bioinformatic analysis, the MIC platform represents a robust, enabling in vitro molecular diagnostic technology for systems pathology analysis and personalized medicine.


Assuntos
Neoplasias Encefálicas/patologia , Glioblastoma/patologia , Técnicas Analíticas Microfluídicas/métodos , Neoplasias Encefálicas/metabolismo , Linhagem Celular Tumoral , Receptores ErbB/metabolismo , Glioblastoma/metabolismo , Humanos , Imuno-Histoquímica , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Técnicas Analíticas Microfluídicas/instrumentação , PTEN Fosfo-Hidrolase/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Fosforilação , Proteínas Serina-Treonina Quinases/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Reprodutibilidade dos Testes , Proteínas Quinases S6 Ribossômicas/metabolismo , Transdução de Sinais , Serina-Treonina Quinases TOR
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