In this experiment, we will be studying electrophoresis, the motion of charged particles suspended in a medium when they are subjected to an electric field. The dynamics of charged objects in aqueous media is particularly relevant in the study of living systems. Charged particles, such as proteins and ions in cells, generate electric fields that that act on other charged particles, forming the basis for many transport phenomena in living systems. How suspended particles behave in the presence of an electric field has significant applications in analytical methods for studying biomolecules, such as DNA gel electrophoresis for separating nucleic acid chains based on their charge to mass ratios. As such, understanding the dynamics of charged particles suspended in aqueous media if of great interest in the study of living systems. This lab will consider a relatively simple system to shed light on this phenomenon.
By working through this experiment, you will:
For this experiment, you will be working with a colloidal system consisting of silica ($\text{SiO}_2$) microspheres. A colloidal system is a mixture of two phases of matter, wherein one of the phases is insolubly dispersed throughout the other through suspension. In our case, the silica microspheres will be suspended in deionized (DI) water. Due to water content in the atmosphere, the silica microspheres will have $\text{SiOH}$ groups adsorbed onto their surfaces. When the spheres are immersed in water, the $\text{H}^+$ ions separate from the surface of the spheres as they dissolve due to $\text{H}_2\text{O}$'s polar nature, leaving a $\text{SiO}^-$ behind. The spheres are thus left with a net negative charge $q$ on their surfaces.
In addition to this surface charge, there are freely flowing $\text{H}^+$ and $\text{OH}^-$ ions in water that are affected by the resulting potentials from the negatively charged spheres. In fact, positively charged ions are attracted to the negative surface charge, creating a layer of oppositely charged freely flowing ions around the surface charge of the spheres, resulting in two layers of charge, otherwise known as an electric double layer. This added layer of charge essentially “screens” the surface charge of the spheres, resulting in a smaller effective surface charge on which external electric fields may act. What would happen if, in addition of the naturally arising ions in DI water, we added ions by dissolving a salt, such as $\text{NaCl}$, in the medium? One can imagine the extra $\text{Na}^+$ and $\text{Cl}^-$ ions interacting with this double layer, further screening the charge on the sphere. It therefore becomes important to take into account the ionic charge distribution in the medium in addition to the adsorbed charge on the particles when analyzing colloidal systems under electric potential gradients.
In this experiment, we would like you to investigate the motion of the microspheres in suspension when a uniform electric field is applied to them. More specifically, using your knowledge of electrodynamics and fluid dynamics, develop a model to determine the effective charge of the spheres. What are the forces acting on a sphere as it moves in the fluid due to an external electric field $\textbf{E}$? Is the sphere's speed constant? Recall the Stoke's drag for small spheres that we investigated last quarter.$^1$
There are some things to keep in mind with this framing of the problem, as I have made it rather vague to allow students some agency in fleshing out the experiment. This is of course assuming students have already seen the electric force on a charge due to an electric field, as well as Stoke's drag, which could be presented in a mechanics experiment where they study drag by tracking spheres in glycerine inside a graduated cylinder (as well as how to use the microscope, which could be presented as part of a microfluidics lab, but that's tbd…). There is a “right answer” (that includes a lot of rug sweeping) that students should be able to attain with some guidance from a TA. We could give them 10-15 minutes to discuss amongst themselves before drawing their attention to the board, where a short derivation can be presented to ensure that everyone tests the same model. The experimental procedure can then be discussed with the model freshly considered; a summary of this procedure can be in the manual for students to consult.
I do want to note that this experiment would likely be a two week lab. In the first week, students will have the chance to think about how to model this situation with the guidance of a TA, as well as how to design the experiment with the materials they are provided. They would also be able to start taking data for the spheres in DI water and get acquainted with the set up (if this were the first lab they use a microscope, then the first week would mostly be learning to use the microscope and software). At the end of this first lab, students should be able to obtain a measurement of the charges of the spheres in DI water.
See the end of the page for a note on the “right answer”.
For the first part of this experiment, we would like for you to develop and test a model for the charge that the spheres acquire when immersed in DI water. Think about the forces that a charge feels in the presence of an electric field, as well as the force that a small sphere feels when moving through a fluid. What happens when the sphere is moving at constant speed? Discuss with your lab partners and in your lab notebook sketch a diagram of the system, including the forces, the field, and any other aspect you think is important to understand and model this system. Then try to come up with an experiment or measurement you can perform in order to test your model. The following description of the experimental tools you have at your disposal may be helpful.
To test your model, we have provided you with a microscope equipped with a CCD camera along with a chambered microscope slide with two copper electrodes separated by some distance $l$ (you can measure this distance using the calipers provided). You will be able to apply a voltage $V$ across these electrodes using the power supply provided. We have also provided a suspension of silica microspheres of diameter $d = 4.89 \text{ }\mu \text{m} \text{ }\pm \text{ } 10\%$ in DI water, some of which you can put in the chamber to observe under the microscope.
Your TA will be coming to you to discuss what you have discovered and aid you with any question. Once you feel confident with your model and your experiment, you can start calibrating the microscope.
To see the microspheres, you will be using the microscope with a CCD camera connected to a computer. Using the camera software, this will allow you to see the microspheres and record a video of their movement in suspension. In order to make distance measurements of the spheres you record, you will have to calibrate the microscope, converting pixels measured to distances on the slides. We have provided you with a microscope slide that has markings at known distances of ($0.01 \text{mm}$). Using the software, you can then measure the distance in pixels between these markings and relate it to the distance in meters. Note that this calibration will be specific to the objective you're using, so you may want to look at the suspensions under the microscope first to determine which objective may suit your needs. Make sure that you record these calibration parameters, as you will be using them throughout this lab.
You have been provided with a vial containing around 20 mL of a microsphere suspension in DI water, along with a pipette to transfer the colloid to the slide. Around 100 mL of DI water along with another pipette is also available for any rinsing you may need to do of the slides. Each chamber of the slide holds less than 1 mL of fluid, so this should be more than enough.
To start getting acquainted with the setup, transfer enough of the microsphere suspension to cover half of the chamber. Set the microscope to its smallest objective and put the chamber on the base. Adjust the vertical motion knob so that it is close to the objective (out of focus); using the horizontal displacement knobs, move the slide until the edge of the chamber is in view through the objective. Now move the slide away from the objective, slowly scanning the focal planes until the edge of the chamber starts getting into focus. Continue until you get a sharp image; this means the edge is in focus. Now move the slide so that the objective points toward the inside of the chamber and slowly tune the vertical displacement knob until you start seeing spheres - these will look like little dots on the screen. Does this objective provide enough resolution for making measurements? If not, you may want to repeat the procedure using the next larger objective (around 400x should be more than enough).
Once you have done this, you may proceed to the calibration process for the CCD.
Safety considerations
These colloids are sterile, meaning that they don't pose a significant health hazard. Nevertheless, do not inhale or ingest the suspensions. To dispose of them, you can flush them down the drain, making sure to rinse your slide with DI water to get rid of any straggling spheres. You can then rinse the surface with some isopropyl alcohol if needed and wipe dry with a Kimwipe.
In this part I am assuming this isn't the first time the students have used the microscope, so that they feel they can use it and the software without too much guidance. A TA would also give them a refresher on how to use it. Important microscope skills can be presented in a previous lab - say microfluidics, etc.
Now that you have calibrated the microscope and are able to see the microspheres in suspension, what happens when you apply an electric field to the spheres? Connect the electrodes from the chambered slide to the power supply and apply a voltage across the electrodes. Do they seem to be moving at constant speed? In what direction do the spheres move? Are they getting closer to the positive or negative electrode? What does this imply for their charge? Make note of your observations.
Now record a video of them moving as you apply an electric field. To do this, hit the record button on the software and select where you want to store your video; you may rename it if you want to include any relevant information in its title. After you have collected enough footage, hit the stop button.
Open the Tracker software on your computer and browse for the video you intend on analyzing. Open it on the software. Using the calibration tool, calibrate the pixels on the video using the Calibrate tool and converting the width of the video in pixels to the width of the sensor you measured in mm when you calibrated the microscope camera. Hide the calibration tool once you're done.
Next, you need to determine the time interval where you'll be making measurements. By default, the software measures time by frame, but we want to measure time in seconds. On Clip Settings, configure the program to measure time in seconds, setting the 0.0 s point at the beginning of the video. Select the interval by tuning the left and right black triangles on the time bar at the bottom. When you play the video on the software, you may see that they are moving rather slowly and that they don't change position too much from one frame to the next. To make your life easier, you may want to skip some frames using the Frame Skip tool on the bottom right. Try different values and see which ones allow you to not lose the sphere when you're tracking it while also saving you some time in measuring its position (Do you really need 20 measurements of position vs time in your time interval to determine average velocity?). Once you have done this, you are ready to track the spheres.
Click on the Track tool and select “Point Mass”. Now find a sphere that has a clear trajectory in the interval you're considering and, starting on the first frame of that interval, click on it while pressing the Shift key to record its position. The program will jump to the next frame. You will see the position and time on the table at the right of the screen. Continue recording its position until you reach the last frame. Now you have tracked one sphere, the velocity of which is given by the total change in displacement over the total change in time. Continue tracking the velocity of other spheres.
There may easily be thousands of spheres in the frame that are moving at any given time in the video. It is not tractable to follow each and one of them in order to determine the average drift velocity of the spheres in the ensemble. As such, we can only consider the average velocity of a sample of the population as an estimate of average velocity of the whole population. We leave it at your discretion to determine how many measurements are adequate. Remember to take into account the statistical uncertainty in the end for the average speed you measure.
I am again assuming this isn't the first time they're using this software.
Once you have an adequate number of measurements of the speed of the particles, using the average speed, estimate the effective surface charge that the spheres acquire in DI water. Is this reasonable? (Recall that this charge is due to the accumulation of $\text{SiO}^-$ on the surface of the sphere, so each molecule will contribute one unit of charge $e = 1.6 \times 10^{-19} \text{ C}$.) Record this value along with pertinent uncertainties in your notebook.
There will not be a report due this week. Instead, we want you to turn in your notebook and think about what you may see next week when you investigate the spheres in saline solution of different $\text{NaCl}$ concentrations. For next week, make sure to include in your notebook answers to the questions in this wiki. Additionally:
Last week we studied the electrophoretic motion of silica microspheres suspended in DI water in order to estimate the charge that they acquire in suspension. After discussing the system with your lab partners and TA, you likely arrived at the following expression for the effective charge on the spheres based on an electro- and fluid dynamic analysis:
$q_{\text{eff}} = \dfrac{6\pi\eta a v}{E}$
where $\eta$ is the viscosity of water, $a$ is the sphere radius, and $\frac{v}{E}$ is the measured velocity per unit field.
To arrive at this, note that the spheres in suspension will acquire a charge $q_{\text{eff}}$ due to the dissociation of $\text{H}^+$ ions of the surface $\text{SiOH}$ groups, leaving a surface of $\text{SiO}^-$ behind. In an electric field, the sphere will thus feel an electric force of $F_e = q_{\text{eff}}E$, where $E = V/l$ is given by the distance $l$ between the leads and the applied voltage $V$. If we assume that there is zero screening (meaning that there is no double layer of ions that also experience an opposite force), then the only other force on the system would be the Stoke's drag, $f = 6\pi \eta a v$, where $a$ is the sphere radius, $\eta$ is water's viscosity, and $v$ is the sphere's speed. The spheres will quickly reach the steady movement at constant speed due to electrofluidic drag (in our assumption, this is only fluid drag), so that the total force is zero and $F_e = f \implies q_{\text{eff}} = \frac{6\pi\eta a v}{E}$.
This week, we will consider the same system, but instead of DI water, we will be using saline water of varying concentrations. We have provided you with 2-4 suspensions of the same $4.89 \text{ }\mu \text{m}$ microspheres in solutions ranging from 0.5 mg/L to 50 mg/L $\text{NaCl}$. For each of these solutions, repeat the experiment from last week and determine the effective charge of the spheres in the different suspensions. Try to keep the other parameters as constant as possible (i.e., same potential, same distance, etc.) and keep track of all the assumptions that you are making. Once you have a measurement based on the video analysis (remember to calibrate the video grid as last week), plot your results for charge as a function of concentration using the provided script.
In this experiment, we have asked you to develop your own model to determine the charge that silica microspheres acquire when suspended in water with different ionic concentrations. For the first part of your report, describe the model and experiment you devised, along with the physical reasoning and assumptions that went into it. Include any diagram or sketch that may aid your explanation (sometimes a clear figure with a brief description is more helpful for the reader than a wall of text). It will be helpful to look at your notebook from the first week.
For the second part of your report, discuss and analyze the data that you have gathered. The following questions may be helpful when crafting your text:
I ask the students to provide a description of the model and what they did not only because it's so integral to this lab, but also because they often cannot explain what they have done and merely jump to analyzing the data. This would serve as an opportunity for them to reflect on their work and their decisions.
It actually turns out that the model we have studied here does not generally describe the dynamics of the system. In fact, using an analysis vastly beyond the scope of this course, it turns out that the velocity per unit field of the spheres ($\frac{v}{E}$), otherwise known as the electrophoretic mobility $\mu_e \equiv \frac{v}{E}$, is independent of the sphere radius (more generally, independent of the suspended particle's geometry). Instead, it depends only on the viscosity of the medium, $\eta$, its dielectric constant $\epsilon$, and the ion concentration $\nu$ in the medium. To arrive at this, the presence of charges due to freely flowing ions around the spheres needs to be taken into consideration, which is not something we did in this experiment.
If this is the case, then how can electrophoresis be used to analyze the charge to mass ratios of biomolecules? One method that is commonly used in the analysis of nucleic acids is gel electrophoresis. Instead of having particles freely suspended in water, they are suspended in a gel matrix that provides some frictional drag to the particles' motion. This friction is dependent on their masses, which allows the particles of similar charges to be separated by their masses.