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Updated: Apr 18, 2026

Reliably Engineering and Controlling Stable Optogenetic Gene Circuits in Mammalian Cells
Published on: July 6, 2021
Negative feedback buffers effects of regulatory variants
Daniel M Bader1, Stefan Wilkening2, Gen Lin2
1Computational Genomics, Gene Center, Ludwig Maximilians University, Munich, Germany.
Gene expression is buffered by RNA-level negative feedback, not translation. This widespread regulatory mechanism, acting in trans, stabilizes gene output and may aid adaptation by allowing beneficial genetic variants to accumulate.
Area of Science:
- Molecular Biology
- Genetics
- Systems Biology
Background:
- Understanding how organisms maintain stable gene expression despite genetic variation (robustness) is crucial.
- Previous hypotheses suggested translational buffering was a primary mechanism for robustness.
- The role of RNA expression regulation in buffering genetic variants remained unclear.
Purpose of the Study:
- To investigate the mechanisms underlying robustness against regulatory genetic variants.
- To determine whether buffering occurs predominantly at the RNA or protein level.
- To identify the role of negative feedback in gene expression regulation.
Main Methods:
- Developed a novel experimental design comparing allelic differential expression in yeast hybrid strains and their pooled spores.
- Differentiated cis-regulatory effects from trans-acting effects, including local negative feedback.
- Quantified the buffering capacity of trans-acting negative feedback on gene expression.
Main Results:
- Found no widespread evidence for translational buffering of RNA misexpression.
- Identified extensive buffering at the RNA expression level through negative feedback acting in trans.
- Demonstrated that this negative feedback typically compensates for approximately 15% of cis-regulatory effects on gene expression.
Conclusions:
- Widespread buffering of gene expression occurs at the RNA level via negative feedback, not translation.
- This regulatory mechanism is stronger for essential genes and those with low to middle expression levels.
- Negative feedback contributes to Waddington's canalization, potentially facilitating adaptation by preserving genetic variation.
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