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Related Concept Videos

Reporter Genes02:11

Reporter Genes

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Reporter genes are a type of protein-coding gene that are often tagged to a gene of interest. Once inside a target cell, reporter genes usually produce visually identifiable characteristics like fluorescence and luminescence when expressed along with the gene of interest. Thus, reporter genes “report” the presence or absence of genes of interest in an organism, determine the gene expression pattern, or track the physical location of a DNA segment or protein in the cell.
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Ethics in Research01:56

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Today, scientists agree that good research is ethical in nature and is guided by a basic respect for human dignity and safety. However, this has not always been the case. Modern researchers must demonstrate that the research they perform is ethically sound.
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Related Experiment Video

Updated: May 20, 2025

Author Spotlight: Biological Standardization to Ensure Reproducibility and Harmonization in Research
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Author Spotlight: Biological Standardization to Ensure Reproducibility and Harmonization in Research

Published on: August 4, 2023

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Transparency in Science Reporting: A Call to Researchers and Publishers.

Joachim P Sturmberg1,2, Thomas Kühlein3

  • 1College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, AUS.

Cureus
|March 26, 2025
PubMed
Summary
This summary is machine-generated.

Scientific findings must connect to real-world impact. Transparent reporting of absolute benefits, not just statistical significance, is crucial for informed patient and clinician decision-making, enhancing autonomy and trust.

Keywords:
eco-systemic contextevidence-based medicinenonlinear distributionpatient-centered carephilosophy of medicinephysiological complexityrandomised controlled trialsshared decision-makingstatisticssystems and complexity thinking

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Area of Science:

  • Medical research and science communication
  • Clinical trial methodology
  • Patient-centered healthcare

Background:

  • Scientific communication often fails to bridge research findings with real-world implications.
  • Randomised controlled trials (RCTs) prioritize internal validity, potentially limiting external validity and applicability to diverse patient populations.
  • The inherent complexity of real-world phenomena necessitates transparent simplification in scientific reporting.

Discussion:

  • RCTs often use large sample sizes, surrogate endpoints, and emphasize relative over absolute benefits, potentially obscuring clinical relevance.
  • Transparent reporting of absolute benefits, contextualized to patient realities, is essential for shared decision-making.
  • Balancing small disease-specific benefits against potential harms and impacts on overall well-being is critical.

Key Insights:

  • Statistical significance in research does not always equate to clinical significance for individual patients.
  • Over-reliance on statistical significance can lead to paternalistic practices, undermining patient autonomy.
  • Enhanced transparency in reporting research outcomes is an ethical imperative.

Outlook:

  • A proposed transparency framework aims to improve the communication of research findings.
  • Empowering clinicians and patients with clear, honest information facilitates better clinical and public health decisions.
  • Prioritizing transparency fosters greater trust and supports patient autonomy in healthcare choices.