Ailing Hong’s research while affiliated with The University of Texas Health Science Center at Houston and other places

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Publications (16)


Table 2 . Data table showing GRB2 binding signal intensities of the high confidence phospho-motif-GRB2 interactions from MCF10A, MCF7, T47D and MDA-MB231cells. Selected Phosphomotifs showing strong interaction with GRB2 on peptide microarray
Figure 4. Highlights of the results of total cellular protein assay on pY peptide microarray. (a) Phosphopeptide microarray images showing spots of GRB2 association with specific phosphopeptide probes that represent phospho-motifs that are upregulated in ER positive breast tumor cells (MCF7 and T47D) compared to normal (MCF10A) or metastatic (MDA-MB231) cells that are ER negative. (b) Heatmap comparing high confidence GRB2 interactions from normal breast epithelial (MCF10A), breast tumor (MCF7, T47D) and metastatic (MDA-MB231) cell lines. The binding signals were normalized into Z values. The PPEPs with Z values ranked from 1.0-3.0 were selected to plot the heat map. The heat map clearly indicates upregulation of GRB2 interactome in tumor cells compared to normal or metastatic cells. doi:10.1371/journal.pone.0067634.g004
Figure 7. Graphical representation of dynamics of specific GRB2-tyrosine phosphopeptide interactions across all the four cell lines (MCF10A, MCF7, T47D and MDA-MB231). 7a. Graph showing upregulation of GRB2 association with the MET receptor and FAK kinase. MCF7 and T47D are tumor cells and are ER positive while MCF10A and MDA-MB231 are ER negative. The observed decrease of GRB2 signals is consistent with previous studies reported. GRB2 interactions are significantly downregulated in metastatic cells (MDA-MB231). 7b. Graph showing upregulation of GRB2 association with probes representing adaptor proteins IRS1 and SHC1 in R positive breast cancer cells. Based on reported literature, interactions of GRB2 with IRS1 pY motifs reveal potential cross talk between RTK and ER pathways. 7c. Graph showing upregulation of GRB2 association with adaptor protein pY motifs in immune signaling (B cell and T cell) pathways: These interactions may indicate potential signaling events in tumor cells to overcome cellular immune defense mechanisms of the host cells. 7d. Graph showing upregulation of GRB2 association with specific pY motifs on PTPN11 (SHP-2) protein: Down regulation of motif pY279 association compared to that of pY584 is with downregulation of ERK activation in tumor cells and suggesting alternate RTK pathways through pY584 for ERK activation. Each pY probe intensity value shown in the graph is an average of three replicates on the chip. doi:10.1371/journal.pone.0067634.g007
Figure 8. Pathway interactome of upregulated GRB2-pY proteome interactome in breast tumor cells (MCF7 and T47D). The GRB2-pY proteome interactions imply cross-talk between various signaling pathways that are functional to initiate various cellular responses. The GBR2 interactome revealed connections of RTK pathways with both classical GRB2-SOS-RAS cascade with PI3K-IRS1 cascade leading to AKT and ERK activation. The crosstalk between growth factor and cytokine signaling pathways as revealed by major receptors and adaptors and other downstream proteins. Upregulation of negative regulation of immune signaling pathways in tumor cells indicate the preparedness of tumor cells to fight and survive attack from host immune signaling mechanisms. Novel interactions are marked by red arrows. doi:10.1371/journal.pone.0067634.g008
Figure 9. Phosphopeptide microarray analysis of human cardiomyocyte progenitor cells showing detection of multiple proteins (GRB2 and SRC) on the same phosphoprotein-protein interaction complexes. The red spots refer to the presence of GRB2 protein (Rabbit Anti GRB2 with Rabbit anti-IgG conjugated with Alexa 647); The green spots refer to SRC (Mouse Anti SRC with Mouse anti-IgG conjugated with Alexa 594); The yellow spots is the results of merge of GRB2 and SRC images together showing the presence of GRB2 and SRC on the same phosphopeptide-protein complex. doi:10.1371/journal.pone.0067634.g009

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A Novel Phosphopeptide Microarray Based Interactome Map in Breast Cancer Cells Reveals Phosphoprotein-GRB2 Cell Signaling Networks
  • Article
  • Full-text available

September 2013

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342 Reads

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12 Citations

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Zhonghua Liu

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Ailing Hong

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[...]

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Xiaolian Gao

The architecture of cellular proteins connected to form signaling pathways in response to internal and external cues is much more complex than a group of simple protein-protein interactions. Post translational modifications on proteins (e.g., phosphorylation of serine, threonine and tyrosine residues on proteins) initiate many downstream signaling events leading to protein-protein interactions and subsequent activation of signaling cascades leading to cell proliferation, cell differentiation and cell death. As evidenced by a rapidly expanding mass spectrometry database demonstrating protein phosphorylation at specific motifs, there is currently a large gap in understanding the functional significance of phosphoproteins with respect to their specific protein connections in the signaling cascades. A comprehensive map that interconnects phospho-motifs in pathways will enable identification of nodal protein interactions that are sensitive signatures indicating a disease phenotype from the physiological hemostasis and provide clues into control of disease. Using a novel phosphopeptide microarray technology, we have mapped endogenous tyrosine-phosphoproteome interaction networks in breast cancer cells mediated by signaling adaptor protein GRB2, which transduces cellular responses downstream of several RTKs through the Ras-ERK signaling cascade. We have identified several previously reported motif specific interactions and novel interactions. The peptide microarray data indicate that various phospho-motifs on a single protein are differentially regulated in various cell types and shows global downregulation of phosphoprotein interactions specifically in cells with metastatic potential. The study has revealed novel phosphoprotein mediated signaling networks, which warrants further detailed analysis of the nodes of protein-protein interaction to uncover their biomarker or therapeutic potential.

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Abstract 4235: Site specific profiling of histone methyltransferases in cancer cells using histone peptide microarray containing a comprehensive set of histone peptides.

August 2013

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13 Reads

Proceedings: AACR 104th Annual Meeting 2013; Apr 6-10, 2013; Washington, DC Post-translational modifications (PTMs) of histones play a critical role in diverse biological processes including chromatin compaction, gene expression and cell differentiation. Among a myriad of PMTs, histone methylation catalyzed by histone methyltransferases (HMTs) has been increasingly recognized as an important player responsible for a major signaling mechanism in eukaryotic cells. This suite of epigenetic modifiers represents a new and promising class of therapeutic targets. In cancer, there is a growing body of evidence that suggests changes in the activity of HMTs (a class of chromatin-modifying enzymes) contribute to the uncontrolled cell proliferation that is a hallmark of this devastating disease. The sequence specificity of the substrates of HMTs under a cellular condition are largely unknown but known targets have been mostly identified through a conventional candidate-based approach by using purified HMTs. However, such an experiment frequently does not reflect what could be occurring in cellular contexts or in vivo. In this study, we designed and synthesized a comprehensive histone peptide microarray (PepArray) on a microfluidic chip which contains 3,919 peptides. The peptides contain nine residues with the methylation sites and mutant sites situated in the middle of the sequence so that each peptide has a unique possibility for modification such as methylation or acetylation. We obtained nuclear extract from the breast cancer cell line T47D, and applied the protein lysates to the histone methylation PepArray chip. After incubation of the chip with a methyl-specific antibody, significant signals were detected at the sites containing peptides corresponding to H2AK74, H3K122, and H4K59. We found null signal at mutant sites where the target lysine(K) was replaced with alanine(A). These results reveal the specific activity profiles of HMTs at defined histone sites in a cellular system. Planned further investigation will compare the different histone methylation or acetylation profiles in the various cellular systems, especially in different cancer systems. The current experiment demonstrates an effective solution to comprehensive studies of epigenetic modification. This information may be translated into therapeutic targets of histone methylation inhibition by focusing on identifying inhibitors of specific HMTs as targets for a new generation of therapeutics. Citation Format: Bing Zhu, Ailing Hong, Chris Hebel, Xiaochuan Zhou, Xiaolian Gao. Site specific profiling of histone methyltransferases in cancer cells using histone peptide microarray containing a comprehensive set of histone peptides. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 4235. doi:10.1158/1538-7445.AM2013-4235









Microfluidic Reactor Array Device for Massively Parallel In-situ Synthesis of Oligonucleotides

July 2009

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94 Reads

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16 Citations

Sensors and Actuators B Chemical

We have designed and fabricated a microfluidic reactor array device for massively parallel in-situ synthesis of oligonucleotides (oDNA). The device is made of glass anodically bonded to silicon consisting of three level features: microreactors, microchannels and through inlet/outlet holes. Main challenges in the design of this device include preventing diffusion of photogenerated reagents upon activation and achieving uniform reagent flow through thousands of parallel reactors. The device embodies a simple and effective dynamic isolation mechanism which prevents the intermixing of active reagents between discrete microreactors. Depending on the design parameters, it is possible to achieve uniform flow and synthesis reaction in all of the reactors by proper design of the microreactors and the microchannels. We demonstrated the use of this device on a solution-based, light-directed parallel in-situ oDNA synthesis. We were able to synthesize long oDNA, up to 120 mers at stepwise yield of 98 %. The quality of our microfluidic oDNA microarray including sensitivity, signal noise, specificity, spot variation and accuracy was characterized. Our microfluidic reactor array devices show a great potential for genomics and proteomics researches.


Citations (8)


... . Altered myomesin disrupts myofilament integrity and crosstalk resulting in cardiomyocyte damage172 . SH2) domains mediate protein-protein interactions in cell signaling cascades173 . Mutations affecting SH2 domains of ZASP/Cypher proteins are linked to dilated cardiomyopathy ...

Reference:

Exploring TTN variants as genetic insights into cardiomyopathy pathogenesis and potential emerging clues to molecular mechanisms in cardiomyopathies
A Novel Phosphopeptide Microarray Based Interactome Map in Breast Cancer Cells Reveals Phosphoprotein-GRB2 Cell Signaling Networks

... Fluorescence images were captured using a GenePix 4000B laser scanner (Molecular Devices) and digitized using Array-Pro image analysis software (Media Cybernetics). After background subtraction and normalization using a locally-weighted regression filter 26,46,47 , p values were corrected for multiple testing using the false discovery rate calculated using the Benjamini-Hochberg procedure 48 . ...

μParaflo™ Biochip for Nucleic Acid and Protein Analysis
  • Citing Chapter
  • February 2008

Methods in molecular biology (Clifton, N.J.)

... In order to achieve low cost and highthroughput DNA synthesis, the chip-based oligonucleotide synthesis technology has received a lot of attention [4,5]. Principles of chip-based DNA synthesis technology include photolithography [6,7], inkjet printing [8,9], electrochemical [10,11] and thermal independent control technology [12]. However, the concentration of individual oligonucleotides is nearly at the femtomolar level and an amplification step such as polymerase chain reaction (PCR) is required for further applications [13]. ...

Microfluidic Reactor Array Device for Massively Parallel In-situ Synthesis of Oligonucleotides
  • Citing Article
  • July 2009

Sensors and Actuators B Chemical

... However, they also present several unique difficulties that warrant special software (e.g., the lack of calibration probes). Several public web applications analyze user-submitted immunoarray data to identify binding motifs and profiles, but do not compare binding signatures across cohorts, including ArrayPitope (Hansen et al., 2017) and SVM-PEPARRAY (Chen et al., 2009). Additionally, tools such as rapMad (Renard et al., 2011), pepStat , and pepBayes are available to compare binding signatures from different cohorts, but only exist as R packages. ...

Qualitative and Quantitative Analysis of Peptide Microarray Binding Experiments Using SVM-PEPARRAY
  • Citing Article
  • February 2009

Methods in molecular biology (Clifton, N.J.)

... The technology and methodology is steadily advancing, in terms of slide preparation (Kopf et al., 2005;Beyer et al., 2006) and sample preparation (Ghazani et al., 2006;Usui et al., 2006), and, in turn, is leading bioinformaticians to develop new software tools (Li et al., 2005) and Web applications (Li et al., 2009). Specific statistical techniques for the analysis of peptide arrays have also been developed (Royce et al., 2006). ...

Web-Based Design of Peptide Microarrays Using μPepArray Pro
  • Citing Article
  • February 2009

Methods in molecular biology (Clifton, N.J.)

... Finally, when we found the desired nucleotide base either at or near the selected bp location, we modified the DNA sequence following the selected type of synthesis error (step six and seven). (2) Microchip based DNA synthesis: Photochemical reactions dependent [11,107] microchip based gene synthesis technology has seen significant improvements in terms of cost, efficiency, and throughput over the past couple of years. Despite low cost, oligonucleotides synthesized on microarrays are prone to higher error rates [63]. ...

Microfluidic PicoArray synthesis of oligodeoxynucleotides and simultaneous assembling of multiple DNA sequences

Nucleic Acids Research

... Different new computational tools and methods have been developed to ease the process of SLiM prediction from the protein sequence data. The main repositories maintaining motif data include eukaryotic linear motif database (ELM database) [28], PROSITE [29], Linear Motif mediated Protein Interaction Database (LMPID) [30], Minimotif-Miner [31], PepCyber [32] and Scansite [33]. During recent years, SLiMs have gained popularity because of their key residues that have shown involvement in subcellular localisation, post-translational modifications (PTMs), regulatory functions, protein trafficking, signal transduction, controlling cell cycle, and stabilising scaffolding process [34,35]. ...

PepCyber:P∼PEP: A database of human protein-protein interactions mediated by phosphoprotein-binding domains

Nucleic Acids Research

... We followed the methods of Chen et al. 2019 [12] and Fang et al. 2013 [13]. MiRNA microarray analyses were performed on three groups: normal control group (NC Group), excess-heat syndrome of RAS (EH Group) and yin-de ciency syndrome of RAS (YD Group) according to the MiRNA Expression Pro ling Assay Guide (LC Sciences, Hangzhou, China) [14,15]. Then, 4 to 8 µg total RNA sample were 3'-extended with a poly(A) tail using poly(A) polymerase. ...

Microfluidic biochip for nucleic acid and protein analysis
  • Citing Article
  • February 2007

Methods in molecular biology (Clifton, N.J.)