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Within individual cells, two molecular processes have been implicated as sources of noise in gene expression: (i) Poisson fluctuations in mRNA abundance arising from random birth and death of individual mRNA transcripts or (ii) promoter fluctuations arising from stochastic promoter transitions between different transcriptional states. Steady-state measurements of variance in protein levels are insufficient to discriminate between these two mechanisms, and mRNA single-molecule fluorescence in situ hybridization (smFISH) is challenging when cellular mRNA concentrations are high. Here, we present a perturbation method that discriminates mRNA birth/death fluctuations from promoter fluctuations by measuring transient changes in protein variance and that can operate in the regime of high molecular numbers. Conceptually, the method exploits the fact that transcriptional blockage results in more rapid increases in protein variability when mRNA birth/death fluctuations dominate over promoter fluctuations. We experimentally demonstrate the utility of this perturbation approach in the HIV-1 model system. Our results support promoter fluctuations as the primary noise source in HIV-1 expression. This study illustrates a relatively simple method that complements mRNA smFISH hybridization and can be used with existing GFP-tagged libraries to include or exclude alternate sources of noise in gene expression.
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http://dx.doi.org/10.1038/msb.2012.38 | DOI Listing |
Mol Hortic
September 2025
State Key Laboratory of Crop Biology, Shandong Collaborative Innovation Center of Fruit & Vegetable Quality and Efficient Production, National Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai-An, Shandong, 271018, China. 100251084
Nitrogen (N) is essential for the physiological metabolism, growth, and development of plants. Plants have evolved a complex regulatory network for the efficient regulation of N uptake and utilization to adapt to fluctuations in environmental N levels. However, the mechanisms underlying the regulation of N absorption and utilization in apple remain unclear.
View Article and Find Full Text PDFProc Natl Acad Sci U S A
September 2025
Instituto de Biomedicina y Biotecnología de Cantabria, Universidad de Cantabria-Consejo Superior de Investigaciones Científicas, Santander, Cantabria 39011, Spain.
Circadian clocks allow organisms to anticipate daily fluctuations in light and temperature, but how this anticipatory role promotes adaptation to different environments remains poorly understood. Here, we subjected the cyanobacterium PCC 7942 to a long-term evolution experiment under high light, high temperature, and elevated CO levels. After 1,200 generations, we obtained a strain exhibiting a 600% increase in growth rate.
View Article and Find Full Text PDFCell Rep
September 2025
State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China; Laboratory of Aquatic Animal Diseases of MARA, Shanghai, China; Shanghai Engineering Research Center of Maricultured Animal Vaccines, Shanghai, China. Electronic address: shaoscott@ecust
Intestinal serotonin not only plays crucial roles in the gut-brain axis but also participates in host-microbial interactions. However, the underlying mechanism of serotonin-level fluctuations remains elusive. Here, we demonstrate that host intestinal serotonin levels are elevated during the early stage of Edwardsiella piscicida infection.
View Article and Find Full Text PDFInt J Mol Sci
August 2025
Institute of Hybrid Wheat, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.
Abiotic stresses increasingly threaten wheat ( L.) productivity by impairing pollen development and fertilization, yet the molecular regulators that coordinate reproductive success with environmental resilience remain underexplored. Here, we present a comprehensive genome-wide analysis of the Pollen I (POEI) protein family in common wheat.
View Article and Find Full Text PDFPlant Physiol
August 2025
College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China.
Liquid-liquid phase separation (LLPS) has emerged as a crucial mechanism for transcriptional regulation in plants, enabling the dynamic compartmentalization of biomolecular condensates. These condensates orchestrate gene expression by modulating the spatiotemporal distribution of transcription factors, allowing plants to cope with fluctuating environments. Recent studies have revealed two distinct LLPS-driven modes in plants.
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