IMPLEMENTATION

Limitations and Challenges

Firstly, the use of a buffer as a model ignores the complex conditions and various solutes in saliva or serum. Therefore, based on literature, our use of steady-state fluorescence measurements may not work in complex biological fluids due to the background fluorescence. A solution would be to replace the dyes with luminophores that rely on mechanisms such as Bioluminescent Resonance Energy Transfer to create an effect similar to FRET, but without the need for excitation and background fluorescence. A proof-of-concept has been created by Wickramaratne et al using Europium-doped molecules. Another option would be to use time-resolved fluorescence, similar to commercially available DELFIA assays.

Despite our achievements, we are cognizant of the fact that currently no satisfactory biomarkers exist for the early detection of breast cancer. Even cutting edge tests that make use of multiple biomarkers, such as the CancerSEEK assay pioneered by researchers at Johns Hopkins University, showed relatively poor sensitivity when detecting breast cancer (meaning that the risk of an incorrect diagnosis in a clinical setting is disturbingly high). Therefore, although our experiments have successfully demonstrated the feasibility of using aptamer probes as a potentially noninvasive and cost-effective diagnostic tool, current research indicates that our kit is still not specific and accurate enough to be used by patients.

However, current research indicates that effective biomarkers highly specific to breast cancer, such as miRNAs, could be used in early diagnosis. Although current methods of detecting miRNAs are complicated and expensive, we believe that our aptamer-based system will offer a viable alternative to current methods, provided that suitable aptamers for said miRNAs are found in the near future.

Furthermore, the proof-of-concepts demonstrated here require the use of a well plate reader, which may not be cost-effective or practical in some clinical settings. Therefore, we believe that further work must be done on making this technology more accessible if our project is to be implemented.

Proposed Solutions

Firstly, we believe that the design of an accessible machine with rudimentary well plate reading and fluorescence quantification functionality is crucial for this kit to be successfully used in a clinical setting.

Furthermore, we also believe that our kit should be self-contained and as compact as possible, so that even clinics in underserved areas are able to afford them. Also, according to our human practices research, we have found that the kit should be able to test multiple samples at once.

Principle of Our Assay

In our assay, the main component is a buffer solution with the aptasensor suspended in it. The patient will have to collect a sample of serum of 1 mL, then mix approximately 1000µL of concentrated aptamer solution into the sample and allow it to incubate for 30 minutes. The resulting solution is then read with a well plate reader, and the results may be compared with the standard curve, using software to generate a semi-quantitative result for the concentration of biomarkers in the sample.

The upside to this test is that it offers the sensitivity and specificity of traditional immunoassays (such as ELISA) without requiring long periods of incubation or cumbersome washing steps, thus making it more realistic to implement in a clinical setting.

Safety and Responsibility

As our kit is still in its early stages, we believe that it should first be administered in a clinical setting, as the risk of contamination and false positives is very high if administered at home, by those who are not certified healthcare professionals.

Secondly, the kit described above makes use of biomarkers that have not yet been approved for the early detection of breast cancer (as no such marker currently exists). Therefore, future teams must first be able to find a suitable and highly specific biomarker that successfully indicates the presence of breast cancer with high sensitivity before applying our work in designing an aptasensor that will successfully detect said biomarker. That being said, it is also important to note that such tests are not guaranteed to be comparable to mammograms and other invasive methods in terms of accuracy, and thus should not be used as the sole method in diagnosing a patient. Instead, the results may be used to corroborate data gleaned from traditional methods.

Diagnostics Development Process

According to the FDA Diagnostic Device Development Process, we are currently attempting to develop a prototype for preclinical studies. As of now, we have already shown that this device is workable.

The first step in the process would be to expand the production of high-quality dual-labeled ssDNA for aptasensors, which may involve working with a pharmaceutical company and mass production lines. The first step will also involve seeking out reliable biomarkers with high diagnostic value for breast cancer.

The second step would be to test the device using biological samples spiked with predetermined amounts of biomarker and evaluating the accuracy and specificity of the device. We will also need to see whether long-term exposure to the device has adverse effects on health.

The third step would be to go through premarket approval and the 510(k) process. If the device is not found to be substantially similar to one already on the market, then it must go through a PMA process to evaluate its risks. As our product is not life-supporting but still requires the use of human samples, we foresee that it will be placed in the Class II category.

The fourth step is the FDA review, whereby the Food and Drug Administration makes a decision on the validity of the product. As our product is most likely in the Class II category, we must prove that it is substantially similar to other products already being marketed. In our case, multiple groups have already designed liquid biopsies for breast cancer in the lab, showing the feasibility of such an endeavor. In particular, CancerSeek, a technology very similar to our own in that it detects multiple biomarkers associated with breast cancer in blood, was approved by the FDA in 2019. Other commercially available tests similar to ours in the sense that they rely on the detection of specific molecules include the AdnaTest, which targets circulating tumor cells, and Videssa Breast, a protein-based test that searches for biomarkers in the blood. Therefore, we believe that our product is substantially similar to other products already being marketed, and thus has the possibility of being approved by the FDA.

The final step is post-market surveillance and evaluation by the FDA for possible risks.

Transportation and Storage

As shown on our results page, aptasensor solutions are relatively stable and can tolerate being stored in the refrigerator for at least two weeks at a time. Furthermore, our results show that very little aptamer solution is required for each test. Therefore, we believe that our aptamer solutions will be easy to transport and store for clinics, even those in far-flung or underserved areas.

Preventing False Positives

Multiple Bodily Fluids

Following recommendations from Dr. Yuza, we propose the use of multiple bodily fluids in our tests to prevent false positives. We believe that we could collect saliva and blood as Mucin 1 is expressed in both bodily fluids, and only a small amount of samples are required for our assay to make this feasible.

Multiple Biomarkers to Prevent False Positive

Taking inspiration from multi-analyte tests such as CancerSeek, we believe that our product will be able to detect multiple biomarkers in one solution using multiple aptasensors. This may help to increase the accuracy of the diagnosis and prevent false positives. To show this, we designed a proof-of-concept that was able to successfully detect both the concentration of CA 15.3 and Mucin 1 with negligible error.

Further Improvements and Outlook

The next steps in our project will be as follows:

  1. The design and production of hardware
  2. The development of a portable plate reader that will be able to automatically quantify the concentration of biomarker in the solution using the program introduced in the modeling section
  3. Verify the stability of the aptamer probes over longer periods of time
  4. Investigate alternative dyes that are more stable to reduce photobleaching
  5. Investigate new biomarkers for breast cancer, such as miRNAs and other proteins
  6. Investigate aptamers for new breast cancer biomarker

In conclusion, although our project has demonstrated the feasibility of an aptamer-based diagnostic system, many hurdles remain in the way of full implementation. However, we are optimistic that future teams and researchers may overcome these issues and find ways to apply the technology we have shown here to novel biomarkers in a clinical setting as outlined in our project.

References

  1. “CancerSEEK.” Early Detection Research Network, 14 June 2022, https://edrn.nci.nih.gov/data-and-resources/biomarkers/cancerseek.
  2. Center for Devices, and Radiological Health. “Overview of IVD Regulation.” U.S. Food and Drug Administration, FDA, https://www.fda.gov/medical-devices/ivd-regulatory-assistance/overview-ivd-regulation. Accessed 9 Oct. 2022
  3. “DELFIA Time-Resolved Fluorescence (TRF) Assay.” PerkinElmer, https://www.perkinelmer.com/lab-products-and-services/application-support-knowledgebase/delfia/delfia-trf-assays.html. Accessed 9 Oct. 2022.
  4. Duffy, Michael J., et al. “Biomarkers in Breast Cancer: Where Are We and Where Are We Going?” Advances in Clinical Chemistry, vol. 71, June 2015, pp. 1–23.
  5. Jo, Eun-Jung, et al. “Detection of Ochratoxin A (OTA) in Coffee Using *Chemiluminescence *Resonance Energy Transfer (CRET) Aptasensor.” Food Chemistry, vol. 194, Mar. 2016, pp. 1102–07.
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  7. Li, Jiawei, et al. “Non-Invasive Biomarkers for Early Detection of Breast Cancer.” Cancers, vol. 12, no. 10, Sept. 2020, https://doi.org/10.3390/cancers12102767.
  8. “Single Blood Test Screens for Eight Cancer Types.” Johns Hopkins Medicine Newsroom, 18 Jan. 2018, https://www.hopkinsmedicine.org/news/newsroom/news-releases/single-blood-test-screens-for-eight-cancer-types.
  9. Tay, Timothy Kwang Yong, and Puay Hoon Tan. “Liquid Biopsy in Breast Cancer: A Focused Review.” Archives of Pathology & Laboratory Medicine, vol. 145, no. 6, June 2021, pp. 678–86.
  10. Wang, Honghong, et al. “A Label-Free Aptamer-Based Biosensor for microRNA Detection by the RNA-Regulated Fluorescence of Malachite Green.” RSC Advances, vol. 9, no. 56, Oct. 2019, pp. 32906–10.
  11. Wickramaratne, Thakshila M., and Valerie C. Pierre. “Turning an Aptamer into a Light-Switch Probe with a Single Bioconjugation.” Bioconjugate Chemistry, vol. 26, no. 1, Jan. 2015, pp. 63–70.
  12. Wu, Hangjie, et al. “Rapid Detection of Helicobacter Pylori by the Naked Eye Using DNA Aptamers.” ACS Omega, vol. 6, no. 5, Feb. 2021, pp. 3771–79.
  13. Yang, Chaoyong James, et al. “Light-Switching Excimer Probes for Rapid Protein Monitoring in Complex Biological Fluids.” Proceedings of the National Academy of Sciences of the United States of America, vol. 102, no. 48, Nov. 2005, pp. 17278–83.