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Cell states evolve through the combined activity of signaling pathways and gene networks. While transcription factors can direct cell fate, these factors rely on a receptive cell state. How signaling levels contribute to the emergence of receptive cell states remains poorly defined. Using a well-defined model of direct conversion, we examined how levels of the mitogen-activated protein kinase (MAPK)-activating oncogene HRASG12V influence direct conversion of primary fibroblasts to induced motor neurons. The rates of direct conversion respond biphasically to increasing HRASG12V levels. An optimal “Goldilocks” level of MAPK signaling efficiently drives cell-fate programming, whereas high levels of HRASG12V induce senescence. Through chemogenetic tuning, we set the optimal MAPK activity for high rates of conversion in the absence of HRAS mutants. In addition to proliferation, MAPK signaling influences conversion by regulating Ngn2 activity. Our results highlight the need to tune therapeutic interventions within a non-monotonic landscape that is shaped by genetics and levels of gene expression. 

In a therapeutic context, supraphysiological expression of transgenes can compromise engineered phenotypes and lead to toxicity. To ensure a narrow range of transgene expression, we developed a single-transcript, microRNA-based incoherent feedforward loop called compact microRNA-mediated attenuator of noise and dosage (ComMAND). We experimentally tuned the ComMAND output profile, and we modeled the system to explore additional tuning strategies. By comparing ComMAND to two-gene implementations, we demonstrate the precise control afforded by the single-transcript architecture, particularly at low copy numbers. We show that ComMAND tightly regulates transgene expression from lentiviruses and precisely controls expression in primary human T cells, primary rat neurons, primary mouse embryonic fibroblasts, and human induced pluripotent stem cells. Finally, ComMAND effectively sets levels of the clinically relevant transgenes frataxin (FXN) and fragile X messenger ribonucleoprotein 1 (Fmr1) within a narrow window. Overall, ComMAND is a compact tool well suited to precisely specify the expression of therapeutic cargoes. A record of this paper’s transparent peer review process is included in the supplemental information. 

Subtle changes in gene expression direct cells to distinct cellular states. Identifying and controlling dose-dependent transgenes require tools for precisely titrating expression. Here, we develop a highly modular, extensible framework called DIAL for building editable promoters that allow for fine-scale, heritable changes in transgene expression. Using DIAL, we increase expression by recombinase-mediated excision of spacers between the binding sites of a synthetic zinc finger transcription factor and the core promoter. By nesting varying numbers and lengths of spacers, DIAL generates a tunable range of unimodal setpoints from a single promoter. Through small-molecule control of transcription factors and recombinases, DIAL supports temporally defined, user-guided control of transgene expression that is extensible to additional transcription factors. Lentiviral delivery of DIAL generates multiple setpoints in primary cells and induced pluripotent stem cells. As promoter editing generates stable states, DIAL setpoints are heritable, facilitating mapping of transgene levels to phenotype and fate in direct conversion to induced motor neurons. The DIAL framework opens opportunities for tailoring transgene expression and improving the predictability and performance of gene circuits across diverse applications. 

Summary Genetic modification of human induced pluripotent stem cells (hiPSCs) is a powerful approach to measure and manipulate the cellular processes underlying differentiation and disease. Conventional genetic engineering of hiPSC lines requires a laborious process involving transfection, selection and expansion that can result in karyotypic abnormalities or transgene silencing during differentiation, limiting their applications. Self-amplifying RNA (saRNA) delivery is a potential alternative integration-free method for durable expression of transgenes. Here, we used saRNA to deliver transcription factors and functional reporters in hiPSCs and demonstrate that expression can persist for weeks. Specifically, saRNA delivery enables highly efficient forward programming to Ngn2-induced neurons and enables measurement of functional reporters over time. We show that a single transfection of saRNA encoded jRCaMP1b reporter in hiPSCs generates sustained expression throughout differentiation to 3D cardiac spheroids. The persistence of the reporter allows measurement of calcium dynamics at a single-cell and population level over weeks, allowing tracking of cardiomyocyte maturation and drug responses. Together, our systematic analysis shows that saRNA provides sustained transgene expression in hiPSCs, supporting integration- free cell-fate programming and measurement of functional reporters in clinically relevant model systems. HighlightsA single saRNA transfection generates durable transgene expressionsaRNA transfection of Ngn2 in hiPSCs results in robust neuronal differentiationsaRNA-delivery of functional reporters enables single-cell analysis of primary and hiPSC-derived cellssaRNA-based sensor allows monitoring of maturation and drug responses in 3D cardiac spheroids 

Abstract Concentrations of RNAs and proteins provide important determinants of cell fate. Robust gene circuit design requires an understanding of how the combined actions of individual genetic components influence both messenger RNA (mRNA) and protein levels. Here, we simultaneously measure mRNA and protein levels in single cells using hybridization chain reaction Flow-FISH (HCR Flow-FISH) for a set of commonly used synthetic promoters. We find that promoters generate differences in both the mRNA abundance and the effective translation rate of these transcripts. Stronger promoters not only transcribe more RNA but also show higher effective translation rates. While the strength of the promoter is largely preserved upon genome integration with identical elements, the choice of polyadenylation signal and coding sequence can generate large differences in the profiles of the mRNAs and proteins. We used long-read direct RNA sequencing to define the transcription start and splice sites of common synthetic promoters and independently vary the defined promoter and 5′ UTR sequences in HCR Flow-FISH. Together, our high-resolution profiling of transgenic mRNAs and proteins offers insight into the impact of common synthetic genetic components on transcriptional and translational mechanisms. By developing a novel framework for quantifying expression profiles of transgenes, we have established a system for building more robust transgenic systems. 

Abstract Targeting DNA payloads into human (h)iPSCs involves multiple time-consuming, inefficient steps that must be repeated for each construct. Here, we present STRAIGHT-IN Dual, which enables simultaneous, allele-specific, single-copy integration of two DNA payloads with 100% efficiency within one week. Notably, STRAIGHT-IN Dual leverages the STRAIGHT-IN platform to allow near-scarless cargo integration, facilitating the recycling of components for subsequent cellular modifications. Using STRAIGHT-IN Dual, we investigated how promoter choice and gene syntax influence transgene silencing, demonstrating the impact these design features have on reporter gene expression and forward programming of hiPSCs into neurons, motor neurons, and endothelial cells. Furthermore, we designed a grazoprevir-inducible synZiFTR system to complement the widely used tetracycline-inducible system, providing independent, tunable, and temporally controlled expression of different transcription factors within the same cell. The unprecedented efficiency and speed with which STRAIGHT-IN Dual generates homogenous genetically engineered hiPSC populations represents a major advancement for synthetic biology in stem cell applications and opens opportunities for precision cell engineering. 

Abstract Gene syntax—the order and arrangement of genes and their regulatory elements—shapes the dynamic coordination of both natural and synthetic gene circuits. Transcription at one locus profoundly impacts the transcription of nearby adjacent genes, but the molecular basis of this effect remains poorly understood. Here, using integrated reporter circuits in human cells, we show that the reciprocal effects of transcription and DNA supercoiling, which we term supercoiling-mediated feedback, regulates expression of adjacent genes in a syntax-specific manner. Using a suite of chromatin state assays, we measure syntax-and induction-dependent formation of chromatin structures in human induced pluripotent stem cells. Applying syntax as a design parameter and without altering sequence or copy number, we built compact gene circuits, tuning the expression mean, noise, and stoichiometry across diverse delivery methods and cell types. Integrating supercoiling-mediated feedback into models of gene regulation will expand our understanding of native systems and enhance the design of synthetic gene circuits.