TY - JOUR
T1 - Comparative analysis of three studies measuring fluorescence from engineered bacterial genetic constructs
AU - The iGEM Interlab Study Contributors
AU - Beal, Jacob
AU - Baldwin, Geoff S.
AU - Farny, Natalie G.
AU - Gershater, Markus
AU - Haddock-Angelli, Traci
AU - Buckley-Taylor, Russell
AU - Dwijayanti, Ari
AU - Kiga, Daisuke
AU - Lizarazo, Meagan
AU - Marken, John
AU - de Mora, Kim
AU - Rettberg, Randy
AU - Sanchania, Vishal
AU - Selvarajah, Vinoo
AU - Sison, Abigail
AU - Storch, Marko
AU - Workman, Christopher T.
AU - Bhatt, Darshak
N1 - Funding Information:
Partial support for this work was provided by NSF Expeditions in Computing Program 469 Award #1522074 as part of the Living Computing Project. Funder URL: https:// www.nsf.gov/ The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The following authors are employed by for-profit companies: Jacob Beal is employed by Raytheon BBN Technologies; Markus Gershater and Vishal Sanchania are employed by Synthace. These companies provided support in the form of salaries for these authors, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of these authors are articulated in the 'author contributions' section.
Publisher Copyright:
© 2021 Public Library of Science. All rights reserved.
PY - 2021/6/7
Y1 - 2021/6/7
N2 - Reproducibility is a key challenge of synthetic biology, but the foundation of reproducibility is only as solid as the reference materials it is built upon. Here we focus on the reproducibility of fluorescence measurements from bacteria transformed with engineered genetic constructs. This comparative analysis comprises three large interlaboratory studies using flow cytometry and plate readers, identical genetic constructs, and compatible unit calibration protocols. Across all three studies, we find similarly high precision in the calibrants used for plate readers. We also find that fluorescence measurements agree closely across the flow cytometry results and two years of plate reader results, with an average standard deviation of 1.52-fold, while the third year of plate reader results are consistently shifted by more than an order of magnitude, with an average shift of 28.9-fold. Analyzing possible sources of error indicates this shift is due to incorrect preparation of the fluorescein calibrant. These findings suggest that measuring fluorescence from engineered constructs is highly reproducible, but also that there is a critical need for access to quality controlled fluorescent calibrants for plate readers.
AB - Reproducibility is a key challenge of synthetic biology, but the foundation of reproducibility is only as solid as the reference materials it is built upon. Here we focus on the reproducibility of fluorescence measurements from bacteria transformed with engineered genetic constructs. This comparative analysis comprises three large interlaboratory studies using flow cytometry and plate readers, identical genetic constructs, and compatible unit calibration protocols. Across all three studies, we find similarly high precision in the calibrants used for plate readers. We also find that fluorescence measurements agree closely across the flow cytometry results and two years of plate reader results, with an average standard deviation of 1.52-fold, while the third year of plate reader results are consistently shifted by more than an order of magnitude, with an average shift of 28.9-fold. Analyzing possible sources of error indicates this shift is due to incorrect preparation of the fluorescein calibrant. These findings suggest that measuring fluorescence from engineered constructs is highly reproducible, but also that there is a critical need for access to quality controlled fluorescent calibrants for plate readers.
UR - http://dx.doi.org/10.1371/journal.pone.0252263
U2 - 10.1371/journal.pone.0252263
DO - 10.1371/journal.pone.0252263
M3 - Article
C2 - 34097703
SN - 1932-6203
VL - 16
JO - PLoS ONE
JF - PLoS ONE
IS - 6
M1 - e0252263
ER -