Overview

According to the American Cancer Society lung cancer is the leading cause of death among all cancer types. Lung cancer is the second most common non-skin cancer with an estimation of 236,740 new cases in United States for 2022 (American Cancer Society, 2022). More details regarding lung cancer epidemiology are provided in the project description page. Lung cancer originates in the lungs, but can metastasize in other organs in the body. Non-small cell lung cancer (NSCLC) is the main subtype of lung cancer occupying 84% of all lung cancers while small cell lung cancer (SCLC) occupies only 13%. Smoking is a major cause of NSCLC and more specifically 80% of lung cancer deaths are believed that it is a consequence of smoking (American Cancer Society, 2022). Considering the incidence and the mortality of NSCLC an early detection at State I or II is the most important step for a good prognosis (Goebel et al., 2019). However, most lung cancers are found at an advanced state (57% after metastasis) because symptoms are not obvious at the early stages of cancer progression. Medical history, physical exams, imaging tests and lab tests are the main detection tools (American Cancer Society, 2022). Nevertheless, some of those detection methods are time consuming, invasive and insufficient. A blood-based, fast, reliable in vitro diagnostic (IVD) test for the early detection of NSCLC can be the most tolerable diagnostic tool from the patients. Considering all the above we designed the IVD diagnostic test DIAS for the non-invasive, early detection of NSCLC.

Who are your proposed end users?

DIAS diagnostic IVD test can be used by physicians as a part of the annual blood-based check-up examinations in a portion of the population showing high risk for NSCLC such as current or former heavy smokers at age 50 to 80 or patients with verified elevated risk for lung neoplasms. Furthermore, DIAS can be used in any other case of suspicion for lung cancer after clinical examination and doctor's instructions. Who could be the end users of the DIAS diagnostic device? Definitely the recommended users of our diagnostic test could be the NSCLC-risk groups and other patients referred by their doctor with lung cancer suspicion.

How do you envision others using your project?

As scientists dedicated to cancer research, our envision is to detect NSCLC cancer development at risk groups even at the early stages of the disease. Doctors could encourage risk groups and patients with suspected lung cancer to do the DIAS IVD test annually and at the time required in a proper facility such as a hospital or a diagnostic center. The result of the test will reveal a lung cancer possibility score. Afterwards, physicians will evaluate the displayed score and decide whether the patients should be referred for further more invasive tests.

How would you implement your project in the real world?

For the practical implementation of the DIAS diagnostic IVD test in real world situations, our system's handling method is separated into two main procedures. The first procedure requires the premixing of the appropriately pretreated blood sample with the DIAS detection master mix which contains all the necessary reagents in specified preformulated proportions (figure 1). More information regarding the DIAS detection master mix can be found on the measurement page.

Overview of the detection platform. Patients' blood is processed to isolate the miRNA biomarker. Then the pretreated sample is mixed with the DIAS detection master mix developing the test sample.

The following procedure requires the test sample entering into a droplet centrifugal microfluidic cartridge which is incorporated in a standard falcon tube, shown in Figure 2 . After processing at a fixed centrifugal acceleration at a standard laboratory centrifuge, an emulsion is generated with fluorescent water-in-oil droplets. Afterwards, the cartridge is removed from the falcon tube, and the emerged emulsion is ready to be transferred in the Neubauer improved counting chamber for droplet read out. Fluorescence images of the generated droplets can be easily obtained by a simple fluorescent microscope and automatically analyzed by a visualization-quantification software. Based on the software analysis, the number of green fluorescent droplets could be easily correlated with the amount of the target miRNA presented in the patient's blood sample. The amount of the target miRNA in the sample will finally reveal the lung cancer probability score of the patient who conducted the DIAS examination.

Representation of the droplet generation process with the centrifugal microfluidic cartridge. Microfluidic chip enters in a flacon tube and the sample is loaded into the microfluidic system. Afterwards, falcon incorporated to the microfluidic is object to centrifugation. Then the cartridge is removed and the generated emulsion is loaded onto a Neubauer improved counting chamber. A fluorescent microscope is utilized for the imaging.

What are the safety aspects you would need to consider?

Considering the safety aspect of this project, the diagnostic procedure does not endanger the patient since it only requires a blood sample. This examination can take place only in appropriate centers such as a hospital or a diagnostic center. Thus, the patients' examination will be conducted by qualified staff for their thorough monitoring in appropriate conditions. Also, the visualization-quantification software will automatically provide the lung cancer probability score preventing errors in the elucidation of the results. Although, concerns could be aroused by patients in case the IVD test fails displaying a false positive or false negative result. For this reason, we communicated with experienced people in the field by contacting the International Organization of Medicines of Greece. More information regarding this edifying discussion with the competent regulatory authorities are provided in human practices page.

What other challenges would you need to consider?

Two of the fundamental challenges in IVD tests constitute the cost and the conduct procedure of the test. Due to the construction of the microfluidic chip through the 3D printer the manufacturing cost and finally the cost that patients need to pay for the test is significantly reduced. Regarding the test handling procedure, the centrifugal microfluidic cartridge requires the usage of centrifuge equipment available in all diagnostic centers and hospitals. Even though we had no time available to test our project with this structure, we managed to simulate the flow system of the centrifuge utilizing a syringe pump system. The syringe pump system enables a controlled flow rate of the samples. Through the microfluidic device, the test sample (aqua phase) will be mixed with an oil phase and due to the architecture of the microfluidic chip, the final sample will be shaped as a water in oil emulsion. The final sample will then be loaded onto a Neubauer improved counting chamber to count the fluorescent droplets. The droplet generation system with the syringe pump is displayed in Figure 3.

Display of the droplet generation system. The two syringe pumps enforce the flow of the reagents. The first pump controls the flow of the test sample and the second one the flow of the oil phase. The two reagents end up in the microfluidic chip where droplet generation is taking place. The water in oil solution is collected in a tube and then is loaded onto a Neubauer improved counting chamber for the fluorescence measurement.

Bibliography


[1]
[2]

American Cancer Society, (2022) "Lung Cancer Risk Factors | Smoking & Lung Cancer"

[3]
[4]

Goebel C., Louden C., McKenna R., Onugha O., Wachtel A. and Long T.,, (2019) "Diagnosis of Non-small Cell Lung Cancer for Early Stage Asymptomatic Patients." Cancer Genomics - Proteomics, 16(4), pp.229-244.