BME100 f2014:Group19 L6

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Lab Write-Up 1 | Lab Write-Up 2 | Lab Write-Up 3
Lab Write-Up 4 | Lab Write-Up 5 | Lab Write-Up 6
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OUR COMPANY

Name: Andrew Carlson
Name: Stacy Stoddard
Name: Gareth Palas
Name: Josh Hislop
Name: Josh Martin
Name: Jose Elenes

LAB 6 WRITE-UP

Bayesian Statistics

Overview of the Original Diagnosis System

To test patients for the disease-associated SNP that causes heart issues, BME100 assembled 34 teams of six students to test 68 patients. In order to prevent error, each group had a positive and negative control as well as three separate samples for each patient. This ensured that there were three separate tests to compare. The PCR controls remained consistent for each group. Also, the ImageJ calibration controls remained the same between each group. At the end of the PCR testing, the calculations for each unique PCR sample were calculated and combined to find the results for each patient. To complete the process, all the patients results were complied on to one spreadsheet. Many of the conclusion were correct, however there were some inconclusive tests. Also, some groups did not submit there data so it could not be included in the calculations. Overall, this data could be used to calculated Bayes statistics to find the accuracy of the PCR machine.


What Bayes Statistics Imply about This Diagnostic Approach


Calculation 1 shows that there is approximately 100% probability of correctly detecting the SNP disease with a positive test. Calculation 2 demonstrates the PCR test is close to 100% probability of getting a negative test result given a negative signal. Common discrepancies that may negatively affect the Bayes values include human error in pipetting the substances. Also, during fluorimetry, errors in blocking out the light and focusing the camera could affect the imaging.



Calculation 3 demonstrated that there is a very small probability in giving a correct diagnosis given a positive test. Calculation 4 displays that the PCR test has roughly a 50% probability of correctly predicting that the patient will not have the disease if the test is negative.

Computer-Aided Design

TinkerCAD
TinkerCAD is an online design software. This software can be paired with 3D printing technology, allowing for rapid assembly or prototyping of created designs. It is designed to be intuitive and accessible to the masses. While not as powerful as some CAD programs, TinkerCAD has tools that let even extremely novice users to design and print objects. TinkerCAD utilizes WebGL, which is a Java-based rendering software for web browsers, allowing TinkerCAD to operate with no additional software downloads.

Our Design

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Our redesign is based around efficiency. We increased the number of test tube slots, allowing more samples to be amplified simultaneously. We also changed the material of the heating block from aluminium to copper, increasing heat transfer and temperature response. While these additions increase the cost of an individual machine, the cost is significantly less than having to purchase multiple machines.


Feature 1: Consumables Kit

Included in kit:

  • Micropipettor with a LED display
  • Enough liquid reagents for 10 tests
  • 10 plastic tubes
  • 2 hydrophobic glass slides

Our consumables kit comes with enough supplies to run 10 different test. The micropettor is digital and detects the type of liquid in the tube. This way you can program which liquid you want to dispense and avoid human error in dispensing the wrong substance. The micropettor will turn green if its the correct substance and red if it is the wrong one.

Feature 2: Hardware - PCR Machine & Fluorimeter

Our PCR machine has been redesigned to allow for faster testing and larger sample sizes. We increased the number of test tube slots in the heating block four fold. We also changed the material of the heating block to copper, increasing thermal conductivity to accommodate for the larger size.

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Our fluorimeter has been redesigned as a complete system. All parts are integrated into a single, 3D printed baseplate. This ensures all components are correctly positioned, increasing test accuracy by removing camera and drop placement as sources of error.

DNA/Primer testing