CONTRIBUTION

Parts

We have performed an extensive literature review of aptamers for Mucin 1 and CA 15.3 (our two biomarkers of interest) and have added the sequences to the registry, along with pertinent information from the UNAFold DNA modeling software various tests we conducted in our lab. For more information, please see our Engineering page.

Guidelines for Simple Design of Aptamers

Building on a paper by Nutiu and Li discussing a simple method for the design of fluorescent aptamer probes, we consulted Dr. Kazunori Ikebukuro of Tokyo University of Agriculture and Technology to develop a set of guidelines for aptamer probe design.

For the design of double-stranded probe DNA, one usually targets the loop part of the hairpin structure of the aptamers. Then, one designs the full match to the loop part, the deletion mutant lacking one base at the both 5' and 3' end, and the elongated mutant having additional one base complementary to the aptamers sequence at the both 5' and 3' end.

Then, one can calculate the melting temperature of those hybrids (aptamer-cDNA complex) and compare those with the aptamers' folding melting temperature using UNAFold.

One can usually choose the hybrids showing melting temperatures 3 to 5 degrees celsius higher than that of the aptamer itself. However, that depends on the Kd of between the aptamer and the target protein. If the Kd is smaller that 10 -8 M (in the nM range), the hybrid with the melting temperature 10 degrees celsius higher than that of the aptamer folding temperature itself can be chosen. The important part is the equilibrium between the hybrids and the aptamer-target complex. If the melting temperatures still do not work, it is preferable to try 2 bases or more deletion of both 5' and 3' end and those elongations. It also depends on the length of the loop parts.

Furthermore, the binding of biomarker with aptamer of Kd of nM levels can usually break the hybridization with Tm of 50 degree celsius. The binding with Kd of micro M can usually break the hybridization with Tm of less than 40 degree celsius.

We followed established protocols for ELONA, an ELISA assay modified to accommodate aptamers, in order to determine the dissociation constant. We used a protocol modified from Sang et al to determine the Kd value using the Hill equation, a Scatchard plot, and non-linear regression. However, the results were inconclusive so we decided to find our Kd value through the 3D modeling software, UNAFold.

The results demonstrated that the aptamer probes produced satisfactory results and aligned with our mathematical predictions, thus validating our design guidelines. Please refer to our results page for further details.

Lastly, we have devised a simple workflow for the detection and quantification of our biomarkers of interest using the Hill equation. For more information, please see our Modeling page.

Protocols for Resuspension of Aptamers in Solution

We reviewed common protocols for the resuspension of aptamers and optimized those protocols for the resuspension and preparation of aptamers for Mucin 1 and CA 15.3 under physiological conditions.

Furthermore, we also created a standard curve for the fluorescence of our probes, which may be used by future teams as reference when using our technology to determine the concentration of biomarkers in an unknown solution.

For more information, please refer to our lab notebook and Modeling page.

Characterization of Aptamers

We were able to conduct a series of experiments on our aptamers of interest to understand their behavior and properties. We conducted tests on the shelf life and specificity of our aptamer probe solutions and reported the results on our parts pages. There was a statistical difference between the fluorescence values of the varying concentrations of biomarker solutions, confirming that the aptamer probes still successfully bind to biomarkers and fluoresce after 2 weeks in the refrigerator. Since the results indicated that the properly handled aptamers kept in dark in tinfoil showcased reasonable shelf life, it further highlights the practicality of our design in a clinical setting. Furthermore, we have also demonstrated the superior durability of aptamers over antibodies, thus also making a strong case for the feasibility of this technology.In short, we believe that the information gleaned from our experiments is extremely useful for future teams hoping to use our aptamers in a project.

For more information, please see our Parts page and Lab Notebook.

Development of Computer Program to Quantify Biomarker Concentration


We developed a short program that can take in inputs of the fluorescent value to quantify our biomarker concentration. We tested the program with our experimental results, and it functions properly. This would be useful for future teams working with FRET and a mechanism involving the interaction between two binding molecules, as one could merely change the initial values of Kd, L, and P0. This can be used in a variety of applications, such as the detection of another biomarker through its complementary aptamer and finding the real concentration of the biomarker-aptamer complex in solution.

Designs for Hardware and Potential Implementation

As for implementing our proposed detection mechanism in the real world, we propose using a 96 well plate. The wells will be prefilled with buffer solutions with the specific aptamer probes we have identified and discussed above suspended in them. After blood samples are collected from patients, they can be added to this plate so its fluorescence values can be measured with a 96 well plate reader. We deemed using this method appropriate as our goal is to administer these tests in a clinic; clinics and hospitals should have access to 96 well plate readers. Furthermore, using this method will allow us to do these screenings on a mass scale, rather than individually, increasing the efficiency of screenings.