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Related Concept Videos

Confirmation Biases01:31

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The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
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Hindsight bias leads you to believe that the event you just experienced was predictable, even though it really wasn’t. In other words, you knew all along that things would turn out the way they did. Can you relate this to the phrase "Hindsight is 20/20" now? 
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RNA Polymerase (RNAP) is conserved in all animals, with bacterial, archaeal, and eukaryotic RNAPs sharing significant sequence, structural, and functional similarities. Among the three eukaryotic RNAPs, RNA Polymerase II is most similar to bacterial RNAP in terms of both structural organization and folding topologies of the enzyme subunits. However, these similarities are not reflected in their mechanism of action.
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Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
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Minimizing polymerase biases in metabarcoding.

Ruth V Nichols1, Christopher Vollmers2, Lee A Newsom3

  • 1Department of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, California.

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|May 26, 2018
PubMed
Summary
This summary is machine-generated.

Polymerase choice in DNA metabarcoding can introduce bias in biodiversity estimates. This study found that different polymerases affect occurrence and abundance data, primarily due to GC content preferences.

Keywords:
biaseDNAenvironmental DNAmetabarcodingsoiltrnL P6 loop

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Area of Science:

  • Environmental DNA (eDNA) analysis
  • Molecular ecology
  • Biodiversity assessment

Background:

  • DNA metabarcoding is a powerful tool for biodiversity assessment using environmental samples.
  • Accuracy of DNA metabarcoding relies on minimizing biases in DNA amplification and analysis.
  • Technical biases, such as polymerase choice, can impact biodiversity data accuracy.

Purpose of the Study:

  • To investigate the influence of different DNA polymerase choices on DNA metabarcoding results.
  • To identify potential sources of technical bias introduced by polymerases.
  • To provide recommendations for optimizing DNA metabarcoding experimental design.

Main Methods:

  • Compared six commercially available DNA polymerases for DNA metabarcoding.
  • Utilized mixtures of synthetic DNA sequences and real sedimentary DNA extracts.
  • Analyzed effects on both occurrence and relative abundance data.

Main Results:

  • DNA polymerase choice significantly impacts both occurrence and relative abundance estimates in DNA metabarcoding.
  • Polymerase bias is strongly correlated with polymerase preference for DNA sequences with specific GC content.
  • Different polymerases exhibited varying degrees of bias, affecting taxonomic representation.

Conclusions:

  • Selecting the appropriate DNA polymerase is crucial for accurate biodiversity assessment via DNA metabarcoding.
  • Understanding polymerase-specific biases, particularly those related to GC content, is essential for data interpretation.
  • The study recommends an experimental approach to mitigate polymerase-induced biases in metabarcoding studies.