Assessment of Resistance to Tyrosine Kinase Inhibitors by an Interrogation of Signal Transduction Pathways by Antibody Arrays

Summary

Here, we present a protocol for antibody arrays to identify alterations in signaling pathways in various cellular models. These changes, caused by drugs/hypoxia/ultra-violet light/radiation, or by overexpression/downregulation/knockouts, are important for various disease models and can indicate whether a therapy will be effective or can identify mechanisms of drugs resistance.

Abstract

Cancer patients with an aberrant regulation of the protein phosphorylation networks are often treated with the tyrosine kinase inhibitors. Response rates approaching 85% are common. Unfortunately, patients often become refractory to the treatment by altering their signal transduction pathways. An implementation of the expression profiling with microarrays can identify the overall mRNA-level changes, and proteomics can identify the overall changes in protein levels or can identify the proteins involved, but the activity of the signal transduction pathways can only be established by interrogating post-translational modifications of the proteins. As a result, the ability to identify whether a drug treatment is successful or whether resistance arose, or the ability to characterize any alterations in the signaling pathways, is an important clinical challenge. Here, we provide a detailed explanation of antibody arrays as a tool which can identify system-wide alterations in various post-translational modifications (e.g., phosphorylation). One of the advantages of using antibody arrays includes their accessibility (an array does not require either an expert in proteomics or costly equipment) and speed. The availability of arrays targeting a combination of post-translational modifications is the primary limitation. In addition, unbiased approaches (phosphoproteomics) may be more suitable for the novel discovery, whereas antibody arrays are ideal for the most widely characterized targets.

Introduction

The clinical implementation of the targeted tyrosine kinase inhibitors (TKI) has transformed cancer treatment by providing physicians with effective tools to target the specific proteins that drive neoplastic transformation. These compounds inhibit or block the phosphorylation of proteins targeted by tyrosine kinases^1,2. TKIs were developed in part because genetic alterations in various key signaling genes are sufficient to drive cancer initiation and progression [e.g.,epidermal growth factor receptor (EGFR), proto-oncogene tyrosine-protein kinase Src (SRC), BCR-ABL, and human epidermal growth factor receptor 2 (HER2)]^3,4. The impact of TKIs on the cell cycle⁵ and the molecular signaling pathways⁶ represents a transformation from the untargeted to the molecularly guided cancer treatment. The key advantage of TKIs versus chemotherapy is the increased response rates and the lower risk of toxicity to healthy cells⁷. As a result, there has been increasing attention on the research and development of novel TKIs.

Access to the genomic sequencing results started with the Human Genome Project^8,9,10 and continues today with various next-generation (NextGen) cancer sequencing efforts [e.g., The Cancer Genome Atlas (TCGA)^11,12]. This has inspired many experimental methodologies that provide simultaneous information on thousands of genes and/or provide unbiased snapshots of genes or proteins modulated by biological perturbations¹³. Since the regulation of the cellular function occurs at multiple levels, from the transcription of genes to the post-translational modification of proteins and their activity, a complete understanding of the events controlling the cellular function will ultimately require an integration of data from various biological readouts. The ability to monitor the messenger RNA (mRNA) levels of thousands of genes with a single-cell gene resolution has increased the ability to make inferences about the gene function and interactions on a whole-genome scale. However, the interpretation of gene expression arrays will always be inherently incomplete without the integration of other levels of regulation: namely, the protein expression levels, the protein modification states, and the protein post-translational modifications (phosphorylation, ubiquitylation, methylation, etc.). Here, we describe the utility of antibody arrays as means to interrogate post-translational modifications of important signaling components as a function of various conditions in a single experiment^14,15,16.

Phospho-antibody arrays can be employed to distinguish and analyze changes in the signal transduction pathways¹⁶. These can arise from a genetic modification or treatments of cell lines with kinase inhibitors, chemotherapeutics, stress caused by glucose deprivation, hypoxia, or serum starvation. Of note, drug resistance or a specific gene up- or downregulation can also cause changes in the signal transduction pathways¹⁷.

Drug resistance, for example, can arise from mutations of the drug target to avoid sensitivity. In lung cancer, known EGFR mutations render the cancer insusceptible to certain TKIs, but more susceptible to others. Alternative signaling pathways can be activated upon mutation¹⁷. As a broader application for the identification of the signal transduction pathways involved in resistance and hypoxia, etc., phospho-antibody arrays provide more insight into, and consequently understanding of, the mechanisms involved.

Technologies that permit an assessment of protein modifications represent an important component of systems biology because they often serve a regulatory function, such as modulating the activity of an enzyme or the physical interactions between proteins. The importance of post-translational modifications is illustrated by the role of protein phosphorylation in nearly all extracellular-triggered signal transduction pathways¹⁸. Traditionally, the identification of kinases or of the phosphorylation status of proteins could also be determined by Western blot analysis, especially if the researcher is interested in only 1–5 targets. However, Western blots are very selective and can be biased toward prior knowledge and might miss important targets as a result. Antibody array(s) provide a medium-throughput readout of multiple targets by embedding various capture antibodies [pan-specific phosphorylated tyrosine(s), anti-ubiquitin, etc.] on a solid matrix (e.g., glass or nitrocellulose). Secondary antibodies provide information on specific proteins in a sandwich-based ELISA format (Figure 1). This assay becomes more powerful and pertinent as more targets are of interest or the prior knowledge is restricted¹⁵. The phospho-arrays are more broadly employable as they can compare phosphorylation as well as general amounts of protein of a wider variety of targets in one experiment and provide a significantly improved quantification over mass spectrometry. This technique is not applicable for the identification of new or previously unknown phosphorylation sites.

Large-scale mass spectrometry-based proteomics could be employed to identify specific phosphorylation sites of proteins¹⁹. Although this technique can enumerate thousands of post-translational events, it requires expensive instrumentation, dedicated experimental pipelines, and a computational expertise that are beyond the reach of most researchers.

Antibody arrays provide a simultaneous readout on various protein readouts¹⁶. These may be changes in protein ubiquitylation (ubiquitin array) or phosphorylation. The key advantage of this array technology is that it provides important feedback on the biological state of various biological pathways associated with important cell parameters (protein of 53 kDa, p53, receptor tyrosine kinases, and intracellular pathways) simultaneously. In addition, it is possible to combine various array types to increase the penetration of an assay (e.g., apoptosis and ubiquitin and phosphorylation). This ability to combine multiple arrays to assess various post-translational alterations in several samples simultaneously in a time- and cost-effective manner that does not require specific instrumentation or expertise is of a significant advantage in the case of antibody arrays.

Protocol

1. Protein Extraction

1. Plate 5 x 10⁶ cells on a 10 mm tissue culture plate (or flask) in a tissue culture hood. Count the cells at the time of plating with an automatic cell counter or hemocytometer. Alternatively, estimate the cell count.
2. Rinse the cells grown on the 10 mm plate (or flask) thoroughly 3x with 10 mL of phosphate-buffered saline (PBS) (pH = 7.4). Make sure to remove all PBS before adding the lysis buffer.
   NOTE: The lysis buffer is usually provided with the kit. If not, then use a radioimmunoprecipitation assay buffer (RIPA) or any other cell lysis buffer containing a cocktail of protease and phosphatase inhibitors.
3. Lyse 1 x 10⁷ cells/mL of cells in the lysis buffer by adding the correct amount of buffer to the cells and scraping the cells with a cell scraper into the lysis buffer. (e.g., for HeLa cells and MiaPaCa-2, use 600 µL per 10 cm plate).
4. Pipette the lysate up and down (approximately 10x) and transfer it to a new 1.5 mL tube.
5. Incubate the lysates for 30 min at 4 °C, preferably on a rocker/shaker. Press the lysate through a syringe with a 27 G needle for 10x to ensure a proper disruption of the cell membrane(s). Alternatively, sonicate the lysate. Store the lysates at -20 °C or use them immediately.
6. Centrifuge the lysate at 14,000 x g at 4 °C for 15 min and transfer the supernatant to a clean 1.5 mL tube.
7. Quantitate the amount of total protein by bicinchoninic acid assay (BCA)²⁰ or an equivalent such as Lowry or Bradford and continue with at least 50–400 μg. Use the proteins immediately or aliquot and freeze/store them at -70 °C (avoid multiple freeze-thaw cycles).

2. Human Phosphokinase Array

1. Bring all reagents to room temperature before starting (for approximately 1 h).
   NOTE: All reagents and plastic wear are included in the kit.
2. Prepare all the reagents fresh (array buffers) before starting the procedure following the manufacturer's instructions (depending on the choice of targets/arrays, the instructions might vary slightly).
3. Reconstitute the detection antibody cocktails in 100 μL of deionized water or follow the manufacturer's instructions should they differ for the 1.5 mL test tube provided.
4. Prepare 1x wash buffer by diluting 40 mL of 25x wash buffer in 960 mL of deionized water and mix them by inverting.
   NOTE: Crystals dissolve at room temperature. The buffer may turn yellow over time but will still work.
5. Pipette 1 mL of array buffer 1 into each well of an 8-well multi-tray (or 2 mL in a 4-well multi-tray).
6. With flat-tip tweezers, remove the array membranes between the protective sheets and place them into the wells. Make sure the numbers on the membrane are facing upwards.
   NOTE: Upon submersion, the dye on the membrane will disappear.
7. Cover the tray with a lid and incubate it on a rocking platform shaker for 60 min at room temperature.
   NOTE: This is the membrane blocking step.
8. During the incubation period, prepare the protein samples. Add 50–100 μg of total protein. Dilute the lysate, having a maximum volume of 334 μL, with lysis buffer to a final volume of 1 mL.
   NOTE: 50–100 μg of total protein usually suffices.
9. Aspirate array buffer 1 carefully and incubate the membranes with 1 mL of the samples overnight at 2–8 °C on a rocking platform shaker.
   NOTE: Do not touch/scratch the membranes.
10. The next day, wash the array by carefully removing each array and placing it into individual plastic containers (approximately 8 x 11 cm²) with 20 mL of 1x wash buffer. Wash the membranes 3 x 10 min on a rocking platform in 1x washing buffer at room temperature.
11. Pipette 20 μL of the reconstituted antibody cocktail from step 2.3 to 1 mL of 1x array buffer 2. Add 1 mL of this solution to each 8-well to be used.
12. Carefully remove the membranes from the wash trays. Blot the lower edge onto the paper towels to remove any excess wash buffer and transfer them back into the tray containing the antibody cocktails. Cover the tray with the lid and incubate it for 2 h at room temperature on a rocking platform. Thoroughly rinse the used trays with dH₂O and dry them for later usage.
13. Carefully remove each array and place them back into the clean individual plastic containers (approximately 8 x 11 cm²) with 20 mL of 1x wash buffer. Wash them 3 x 10 min with the wash buffer on a rocking platform at room temperature.
14. Dilute Streptavidin-HRP (provided with the kit) or streptavidin-fluorescent dye (for a more quantitative detection) 1:1,000 in 1x array buffer 2 in a 15 mL test tube.
15. Return the membranes into the 8-well dishes containing the HP solution and incubate them for 30 min at room temperature on a rocking platform (if using fluorescence, wrap the tray in aluminum foil to avoid any light exposure).
16. Remove the excess buffer by placing the membrane in between 2 pieces of 5 mm of 3 M paper. For imaging with an X-ray film/chemiluminescent imager, incubate the dried membranes with an HRP detection solution (mix the two chemiluminescent solutions 1:1) for 3 min and place the membrane into a clear plastic sheet protector.
    NOTE: Dried membrane(s) may also be placed in a fluorescent imager to detect the fluorescent signal; minimize the light exposure to the membrane before imaging. For a quantification of the X-ray film or imager files, avoid overexposure. Most chemiluminescent/fluorescent imagers have a function to avoid a saturation of the signal.

3. Data Analysis

1. Download ImageJ, an image processing program²¹, and install the software.
2. Open ImageJ by double-clicking on the 'ImageJ icon'. Select the image to be analyzed by clicking 'File' in the menu bar, then select 'Open' from the drop-down menu and browse the computer files for the image of interest. Click the file to open it.
3. Invert the picture for the analysis (black spots on the white background to white spots on a black background) by clicking 'Edit' in the menu bar and selecting 'Invert' from the drop-down menu.
4. Select the 'oval icon' from the toolbar (the second option in the ImageJ toolbar). Draw a circle/oval by clicking on the picture (black cross) and moving the mouse. Adjust the size/shape of the circle/oval to encircle the dots on the dot blot.
5. Click 'Analyze' in the menu bar and then select 'Measure' from the drop-down menu to automatically open a new window with the values of the selected area (area, mean, minimum, and maximum).
6. Move the circular area by dragging the circle from the center (put the point of the arrow right in the middle) and place it around the next measurement (dot) area. Measure all spots of interest, the positive control, the negative control, and the background for the analysis.
   NOTE: The negative control is the PBS, the background is a part of the membrane without any spot (any part will do), and the positive control is a control provided by the manufacturer.
7. Select the PBS negative control spots and subtract the value from each spot. Average the intensity for each pair of duplicate spots representing each receptor tyrosine kinase (RTK). Each average intensity can be related to the control to calculate the fold change.

Results

To investigate the effect of TKI resistance on signal transduction pathways in cell lines, four samples were analyzed. One control sample (H3255r1) and 3 TKI-resistant cell lines (H3255r2-4) (Figure 2) were related to the spot antibody template (Figure 3). All 4 samples were prepared using this protocol. Six phosphoproteins with differential activity were chosen for the demonstration of the analysis of the antibody arrays (

Discussion

Approaches that combine many biological readouts are inherently more accurate representations of the cellular machinery in an experiment performed. The advent of phospho-antibody arrays enables a rapid characterization of the pattern of modifications which may be more informative than the modification status of any single protein. The general workflow for the application of phospho-antibody arrays is based on a modification in serine, threonine, or tyrosine. This example focused on characterizing the changes associated w...

Materials

List of materials used in this article

Name	Company	Catalog Number	Comments
Odysee SA Imager	Li-Cor Biosciences		Fluorescent Imager
1.5 mL tube	Eppendorf	22363212
Cell Scraper	Falkon (Corning)	353085
Dulbeco's Phosphate buffered Saline (PBS)	Corning	21-031-CV	wash buffer for protein extraction
Tissue Culture dish 100 mm	TRP	93100
ICC Insulin syringe U100	Becton Dickinson	329412	27 G5/8,  1 mL for needle treatment of protein samples
Protein Profiler ARRAY	R&D	ARY003B	Human phospho MAPK array
Protein Profiler ARRAY	R&D	ARY002B	Human phospho kinase array
Centrifuge Eppendorf 5430R	Eppendorf		Table top centrifuge
Pierce BCA protein assay kit	Thermo Fisher	23225
SpectraMAX M2	Molecular Devices		Absorbance reader for protein quantification
IRDye 800CW Streptavidin	Li-Cor Biosciences	925-32230	Streptavidin conjugate for fluorescent detection
LabGard ES Class II, Type A2 biosafety cabinet	NuAire	NU-425-400	Tissue culture hood
TC20 automated cell counter	Bio-Rad	1450102	Cell counter
Halt Protease & Phosphatase Inhibitor Cocktail (100x)	Thermo Fisher	78446
RIPA buffer	Sigma	R0278
Sonic Dismembrator	Fisher Scientific	F60	sonicator
Rocking platform shaker	VWR	10860-780
ImageJ	NIH open source		https://imagej.net/Welcome
SAS Institutie JMP® 12.1.0 (64-bit)	Microsoft