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result(s) for
"Rodrigo, Guillermo"
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Gene regulation by a protein translation factor at the single-cell level
by
Dolcemascolo, Roswitha
,
Rodrigo, Guillermo
,
Goiriz, Lucas
in
Binding sites
,
Biology and Life Sciences
,
Cells
2022
Gene expression is inherently stochastic and pervasively regulated. While substantial work combining theory and experiments has been carried out to study how noise propagates through transcriptional regulations, the stochastic behavior of genes regulated at the level of translation is poorly understood. Here, we engineered a synthetic genetic system in which a target gene is down-regulated by a protein translation factor, which in turn is regulated transcriptionally. By monitoring both the expression of the regulator and the regulated gene at the single-cell level, we quantified the stochasticity of the system. We found that with a protein translation factor a tight repression can be achieved in single cells, noise propagation from gene to gene is buffered, and the regulated gene is sensitive in a nonlinear way to global perturbations in translation. A suitable mathematical model was instrumental to predict the transfer functions of the system. We also showed that a Gamma distribution parameterized with mesoscopic parameters, such as the mean expression and coefficient of variation, provides a deep analytical explanation about the system, displaying enough versatility to capture the cell-to-cell variability in genes regulated both transcriptionally and translationally. Overall, these results contribute to enlarge our understanding on stochastic gene expression, at the same time they provide design principles for synthetic biology.
Journal Article
Evolutionary impact of copy number variation rates
Objective
Copy number variation is now recognized as one of the major sources of genetic variation among individuals in natural populations of any species. However, the relevance of these unexpected observations goes beyond diagnosing high diversity.
Results
Here, it is argued that the molecular rates of copy number variation, mainly the deletion rate upon variation, determine the evolutionary road of the genome regarding size. Genetic drift will govern this process only if the effective population size is lower than the inverse of the deletion rate. Otherwise, natural selection will do.
Journal Article
De novo automated design of small RNA circuits for engineering synthetic riboregulation in living cells
by
Rodrigo, Guillermo
,
Jaramillo, Alfonso
,
Landrain, Thomas E.
in
activation energy
,
Algorithms
,
Allosteric regulation
2012
A grand challenge in synthetic biology is to use our current knowledge of RNA science to perform the automatic engineering of completely synthetic sequences encoding functional RNAs in living cells. We report here a fully automated design methodology and experimental validation of synthetic RNA interaction circuits working in a cellular environment. The computational algorithm, based on a physicochemical model, produces novel RNA sequences by exploring the space of possible sequences compatible with predefined structures. We tested our methodology in Escherichia coli by designing several positive riboregulators with diverse structures and interaction models, suggesting that only the energy of formation and the activation energy (free energy barrier to overcome for initiating the hybridization reaction) are sufficient criteria to engineer RNA interaction and regulation in bacteria. The designed sequences exhibit nonsignificant similarity to any known noncoding RNA sequence. Our riboregulatory devices work independently and in combination with transcription regulation to create complex logic circuits. Our results demonstrate that a computational methodology based on first-principles can be used to engineer interacting RNAs with allosteric behavior in living cells.
Journal Article
CRISPR-Cas9 trans-cleavage is hindered by a flanked R-loop, an elongated spacer, and an inactive HNH domain
2026
Cas9 can process poly(T) single-stranded DNA molecules upon activation in an RNA-guided manner. Here, we uncover key determinants underlying this function. First, we show that unflanked R-loops in the RNA 5′ side favor
trans
-cleavage activity, which occur when targeting short double-stranded DNA molecules. Second, we show that elongated guide RNA spacers beyond the canonical 20 bases, even by a few bases, severely impair this collateral activity. Third, although
trans
-cleavage is mediated by the RuvC domain, we show that a catalytically active HNH domain contributes to an efficient process. Analysis of structural models provides tentative mechanistic insights. Together, these findings illustrate that fine modulation of Cas9 function can be achieved.
Prokaryotic Class 2 CRISPR-Cas nucleases like Cas9 exhibit collateral cleavage activity. Here, the authors show that this activity is supported by unflanked R-loops in the RNA 5′ side, spacers of canonical length of 20 nt, and through its HNH and RuvC domains.
Journal Article
Detection of tomato brown rugose fruit virus through CRISPR-Cas12a and CRISPR-Cas9 systems
2025
Tomato brown rugose fruit virus (ToBRFV) is a single-stranded positive-sense RNA virus that targets tomato and pepper plants and is causing significant damage to crops in some regions of the world. ToBRFV is a highly contagious virus that is stable and rapidly spreads by mechanical methods and seeds. As a result, it may spread both locally and over long distances, and it is now recognized as a pandemic in plants. This study investigates the effectiveness of the systems CRISPR-Cas12a and CRISPR-Cas9, in conjugation with recombinase polymerase amplification (RPA), to detect ToBRFV in tomato plant samples collected from the field. The
trans
-cleavage activity of both nucleases, Cas12a and Cas9, was exploited to process a probe labelled with fluorescein and biotin to be resolved on a lateral flow device, thereby enabling a visual readout. We were able to detect the RNA genome of the virus in about 1 h at a low constant temperature. These results could pave way to offer a rapid, sensitive, and specific method for on-site detection of ToBRFV.
Journal Article
Inferring the regulatory network of the miRNA-mediated response to biotic and abiotic stress in melon
by
Sanz-Carbonell, Alejandro
,
Gomez, Gustavo
,
Fares, Mario A.
in
Abiotic stress
,
Agriculture
,
Biomedical and Life Sciences
2019
Background
MiRNAs have emerged as key regulators of stress response in plants, suggesting their potential as candidates for knock-in/out to improve stress tolerance in agricultural crops. Although diverse assays have been performed, systematic and detailed studies of miRNA expression and function during exposure to multiple environments in crops are limited.
Results
Here, we present such pioneering analysis in melon plants in response to seven biotic and abiotic stress conditions. Deep-sequencing and computational approaches have identified twenty-four known miRNAs whose expression was significantly altered under at least one stress condition, observing that down-regulation was preponderant. Additionally, miRNA function was characterized by high scale degradome assays and quantitative RNA measurements over the intended target mRNAs, providing mechanistic insight. Clustering analysis provided evidence that eight miRNAs showed a broad response range under the stress conditions analyzed, whereas another eight miRNAs displayed a narrow response range. Transcription factors were predominantly targeted by stress-responsive miRNAs in melon. Furthermore, our results show that the miRNAs that are down-regulated upon stress predominantly have as targets genes that are known to participate in the stress response by the plant, whereas the miRNAs that are up-regulated control genes linked to development.
Conclusion
Altogether, this high-resolution analysis of miRNA-target interactions, combining experimental and computational work, Illustrates the close interplay between miRNAs and the response to diverse environmental conditions, in melon.
Journal Article
Binary addition in a living cell based on riboregulation
by
Rodrigo, Guillermo
,
Cordero, Teresa
,
Rosado, Arantxa
in
Allosteric properties
,
Automation
,
Binding sites
2018
Synthetic biology aims at (re-)programming living cells like computers to perform new functions for a variety of applications. Initial work rested on transcription factors, but regulatory RNAs have recently gained much attention due to their high programmability. However, functional circuits mainly implemented with regulatory RNAs are quite limited. Here, we report the engineering of a fundamental arithmetic logic unit based on de novo riboregulation to sum two bits of information encoded in molecular concentrations. Our designer circuit robustly performs the intended computation in a living cell encoding the result as fluorescence amplitudes. The whole system exploits post-transcriptional control to switch on tightly silenced genes with small RNAs, together with allosteric transcription factors to sense the molecular signals. This important result demonstrates that regulatory RNAs can be key players in synthetic biology, and it paves the way for engineering more complex RNA-based biocomputers using this designer circuit as a building block.
Journal Article
Genetic Redundancies Enhance Information Transfer in Noisy Regulatory Circuits
by
Rodrigo, Guillermo
,
Poyatos, Juan F.
in
Adaptation, Physiological - genetics
,
Animals
,
Biology and Life Sciences
2016
Cellular decision making is based on regulatory circuits that associate signal thresholds to specific physiological actions. This transmission of information is subjected to molecular noise what can decrease its fidelity. Here, we show instead how such intrinsic noise enhances information transfer in the presence of multiple circuit copies. The result is due to the contribution of noise to the generation of autonomous responses by each copy, which are altogether associated with a common decision. Moreover, factors that correlate the responses of the redundant units (extrinsic noise or regulatory cross-talk) contribute to reduce fidelity, while those that further uncouple them (heterogeneity within the copies) can lead to stronger information gain. Overall, our study emphasizes how the interplay of signal thresholding, redundancy, and noise influences the accuracy of cellular decision making. Understanding this interplay provides a basis to explain collective cell signaling mechanisms, and to engineer robust decisions with noisy genetic circuits.
Journal Article
Repurposing the mammalian RNA-binding protein Musashi-1 as an allosteric translation repressor in bacteria
by
Pérez-Ropero, Guillermo
,
Dolcemascolo, Roswitha
,
Goiriz, Lucas
in
Allosteric properties
,
Bacteria
,
binding kinetics
2024
The RNA recognition motif (RRM) is the most common RNA-binding protein domain identified in nature. However, RRM-containing proteins are only prevalent in eukaryotic phyla, in which they play central regulatory roles. Here, we engineered an orthogonal post-transcriptional control system of gene expression in the bacterium Escherichia coli with the mammalian RNA-binding protein Musashi-1, which is a stem cell marker with neurodevelopmental role that contains two canonical RRMs. In the circuit, Musashi-1 is regulated transcriptionally and works as an allosteric translation repressor thanks to a specific interaction with the N-terminal coding region of a messenger RNA and its structural plasticity to respond to fatty acids. We fully characterized the genetic system at the population and single-cell levels showing a significant fold change in reporter expression, and the underlying molecular mechanism by assessing the in vitro binding kinetics and in vivo functionality of a series of RNA mutants. The dynamic response of the system was well recapitulated by a bottom-up mathematical model. Moreover, we applied the post-transcriptional mechanism engineered with Musashi-1 to specifically regulate a gene within an operon, implement combinatorial regulation, and reduce protein expression noise. This work illustrates how RRM-based regulation can be adapted to simple organisms, thereby adding a new regulatory layer in prokaryotes for translation control.
Journal Article
On the ever‐growing functional versatility of the CRISPR‐Cas13 system
by
Márquez‐Costa, Rosa
,
Dolcemascolo, Roswitha
,
Montagud‐Martínez, Roser
in
Amino acids
,
Antiviral drugs
,
Bacteria
2024
CRISPR‐Cas systems evolved in prokaryotes to implement a powerful antiviral immune response as a result of sequence‐specific targeting by ribonucleoproteins. One of such systems consists of an RNA‐guided RNA endonuclease, known as CRISPR‐Cas13. In very recent years, this system is being repurposed in different ways in order to decipher and engineer gene expression programmes. Here, we discuss the functional versatility of the CRISPR‐Cas13 system, which includes the ability for RNA silencing, RNA editing, RNA tracking, nucleic acid detection and translation regulation. This functional palette makes the CRISPR‐Cas13 system a relevant tool in the broad field of systems and synthetic biology. The functional versatility of the CRISPR‐Cas13 system is discussed, which includes the ability for RNA silencing, RNA editing, RNA tracking, nucleic acid detection and translation regulation.
Journal Article