TY - JOUR
T1 - Applicability of Control Materials to Support Gene Promoter Characterization and Expression in Engineered Cells Using Digital PCR
AU - Fernandez-Gonzalez, Ana
AU - Cowen, Simon
AU - Kim, Juhyun
AU - Foy, Carole A.
AU - Jimenez, Jose
AU - Huggett, Jim F.
AU - Whale, Alexandra S.
N1 - Publisher Copyright:
© 2022 American Chemical Society. All rights reserved.
PY - 2022/4/12
Y1 - 2022/4/12
N2 - The use of standardized components and processes in engineering underpins the design-build-Test model, and the engineering of biological systems is no different. Substantial efforts to standardize both the components and the methods to validate the engineered biological systems is ongoing. This study has developed a panel of control materials encoding the commonly used reporter genes GFP and RFP as DNA or RNA molecules. Each panel contained up to six samples with increasingly small copy number differences between the two reporter genes that ranged from 1-to 2-fold differences. These copy number differences represent the magnitude of changes that may need to be measured to validate an engineered system. Using digital PCR (dPCR), we demonstrated that it is possible to quantify changes in both gene and gene transcript numbers both within and between samples down to 1.05-fold. We corroborated these findings using a simple gene circuit within a bacterial model to demonstrate that dPCR was able to precisely identify small changes in gene expression of two transcripts in response to promoter stimulation. Finally, we used our findings to highlight sources of error that can contributed to the measurement uncertainty in the measurement of small ratios in biological systems. Together, the development of a panel of control materials and validation of a high accuracy method for the measurement of small changes in gene expression, this study can contribute to the engineering biology "toolkit" of methods and materials to support the current standardization efforts.
AB - The use of standardized components and processes in engineering underpins the design-build-Test model, and the engineering of biological systems is no different. Substantial efforts to standardize both the components and the methods to validate the engineered biological systems is ongoing. This study has developed a panel of control materials encoding the commonly used reporter genes GFP and RFP as DNA or RNA molecules. Each panel contained up to six samples with increasingly small copy number differences between the two reporter genes that ranged from 1-to 2-fold differences. These copy number differences represent the magnitude of changes that may need to be measured to validate an engineered system. Using digital PCR (dPCR), we demonstrated that it is possible to quantify changes in both gene and gene transcript numbers both within and between samples down to 1.05-fold. We corroborated these findings using a simple gene circuit within a bacterial model to demonstrate that dPCR was able to precisely identify small changes in gene expression of two transcripts in response to promoter stimulation. Finally, we used our findings to highlight sources of error that can contributed to the measurement uncertainty in the measurement of small ratios in biological systems. Together, the development of a panel of control materials and validation of a high accuracy method for the measurement of small changes in gene expression, this study can contribute to the engineering biology "toolkit" of methods and materials to support the current standardization efforts.
UR - http://www.scopus.com/inward/record.url?scp=85127873251&partnerID=8YFLogxK
U2 - 10.1021/acs.analchem.1c05134
DO - 10.1021/acs.analchem.1c05134
M3 - Article
AN - SCOPUS:85127873251
SN - 0003-2700
VL - 94
SP - 5566
EP - 5574
JO - Analytical Chemistry
JF - Analytical Chemistry
IS - 14
ER -