Cell-free protein synthesis (CFPS) platforms, once primarily a research tool to produce difficult to express proteins, are increasingly being pursued by the synthetic biology community for applications including biomanufacturing, rapid screening systems, and field-ready sensors. While consistency within individual studies is apparent in the literature, challenges with reproducing results between laboratories, or even between individuals within a laboratory, are discussed openly by practitioners. As the field continues to grow and move toward applications, a quantitative understanding of expected variability for CFPS and the relative contribution of underlying sources will become increasingly important. Here we offer the first quantitative assessment of interlaboratory variability in CFPS. Three laboratories implemented a single CFPS protocol and performed a series of exchanges, both of material and personnel, designed to quantify relative contributions to variability associated with the site, operator, cell extract preparation, and supplemental reagent preparation. We found that materials prepared at each laboratory, exchanged pairwise, and tested at each site resulted in 40.3% coefficient of variation compared to 7.64% for a single operator across days using a single set of materials. Reagent preparations contributed significantly to observed variability; extract preparations, however, surprisingly did not explain any of the observed variability, even when prepared in different laboratories by different operators. Subsequent exchanges showed that both the site and the operator each contributed to observed interlaboratory variability. In addition to providing the first quantitative assessment of interlaboratory variability in CFPS, these results establish a baseline for individual operator variability across days that can be used as an initial benchmark for community-driven standardization efforts. We anticipate that our results will narrow future avenues of investigation to develop best practices that will ultimately drive down interlaboratory variability, accelerating research progress and informing the suitability of CFPS for real-world applications.
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http://dx.doi.org/10.1021/acssynbio.9b00178 | DOI Listing |
Diagn Pathol
December 2024
National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, No.1 Da Hua Road, Dongdan, Beijing, 100730, People's Republic of China.
Background: Accurate detection of human epidermal growth factor receptor 2 (HER2) gene amplification via fluorescence in situ hybridization (FISH) is necessary to determine HER2 status. Although many attempts have been made to increase the consistency of the results, the actual situation still needs to be determined. To investigate the latest interlaboratory variability of HER2 FISH testing for breast cancer, a multicenter proficiency-testing ring study was conducted in China.
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December 2024
From PathAI, Boston, Massachusetts (Glass, Chavali, Javed, Resnick, Pokkalla, Elliott, Rao, Sridharan, Brosnan-Cashman, Wapinski, Montalto, Beck); and Precision Medicine and Biosamples, Oncology R&D, AstraZeneca, Cambridge, United Kingdom (Vandenberghe, Barker). Chavali is currently affiliated at Analog Devices, Wilmington, Massachusetts. Resnick is currently affiliated at Rhode Island Hospital and The Miriam Hospital, Providence, Rhode Island. Elliott is currently affiliated at BigHat Biosciences, San Mateo, California. Rao is currently affiliated at Seton Medical Center, Daly City, California. Sridharan is currently affiliated at Verily, South San Francisco, California. Wapinski is currently affiliated at Sanofi Pharmaceuticals, Cambridge, Massachusetts. Montalto is currently affiliated at Amgen, Thousand Oaks, California.
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View Article and Find Full Text PDFFoods
December 2024
Department of Food Science, University of Massachusetts, Amherst, MA 01002, USA.
Due to the lack of a pathogen-killing process, foodborne outbreaks from contaminated fresh produce have been increasing worldwide. Hence, it is increasingly recognized that the washing step with sanitizers is important to control microbial contamination. Ozonated water is suggested as a substitute for chlorine-based sanitizers, addressing concerns about the effectiveness and environmental impact of chlorine-based sanitizers.
View Article and Find Full Text PDFJ Genet Eng Biotechnol
December 2024
Department of Human Genetics, Sri Ramachandra Institute of Higher Education and Research (Deemed to be University), Chennai, India.
The measurement of micronucleus (MN) in the cytokinesis-block arrested binucleated cells has been extensively used as a biomarker in many radiation biology applications in specific biodosimetry. Following radiation casualties, medical management of exposed individuals begins with triage and biological dosimetry. The cytokinesis blocked micronucleus (CBMN) assay is the alternate for the gold standard dicentric chromosome assay in radiation dose assessment.
View Article and Find Full Text PDFToxicol Res (Camb)
December 2024
Ankara University, Faculty of Pharmacy, Department of Pharmaceutical Toxicology, 06560, Ankara, Türkiye.
Endogenous and exogenous factors cause DNA damage through chemical changes in the genomic DNA structure. The comet assay is a versatile, rapid, and sensitive method for evaluating DNA integrity at the individual cell level. It is used in human biomonitoring studies, the identification of DNA lesions, and the measurement of DNA repair capacity.
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