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McManus, M. T.

Publications and source records attributed to McManus, M. T..

7 recordsLinked to original sources

BAF perturbation augments cancer cell dependence on CDK12-driven transcription elongation by RNA polymerase II

CDK12 facilitates transcriptional elongation and processivity by RNA polymerase II (Pol II). Although it has emerged as a promising actor and target in cancer, better understanding of CDK12 gene transcription control could inform the design of novel anti-cancer strategies. Here, we identify a co-dependency between CDK12 and the BAF chromatin-remodeling complex in triple-negative breast cancer (TNBC). Genome-scale CRISPR interference screening revealed multiple BAF subunits as strong dependencies upon CDK12 inhibition. In turn, pharmacological co-targeting of CDK12 and BAF ATPase synergistically reduced the viability of multiple TNBC models. Mechanistically, the co-inhibition attenuated di-phosphorylation of the Pol II C-terminal domain at Serine-2 and Serine-5 and depleted canonical pre-mRNA 3'-end processing factors from chromatin, driving accumulation of chromatin-associated Pol II, upstream of apoptosis. Whereas BAF inhibition rapidly reduced transcription-coupled DNA accessibility, CDK12 inhibition imposed a gene length-biased transcriptional defect exacerbated by BAF deficiency. In turn, co-inhibited cells, marked by synergistic induction of MYC and repression of long cell-cycle and mitotic genes, showed a failure of DNA synthesis and mitotic entry, culminating in MYC-mediated apoptosis. Together, our findings reveal a regulatory axis in which impaired Pol II elongation creates a heightened requirement for BAF-dependent chromatin remodeling. This discovered co-dependency provides a rationale for co-targeting the CDK12-BAF axis in transcriptionally addicted cancers.

molecular biology↗

RainBar: Optical Barcoding for Pooled Live-Cell Imaging with Single-Cell Resolution

High-throughput pooled screening has advanced functional genomics, but most existing methods rely on endpoint sequencing and are blind to dynamic, time-resolved phenotypes. We developed RainBar (Rainbow Barcodes), an optical barcoding system that supports pooled live-cell imaging with single-cell resolution. RainBar uses lentiviral co-delivery of spectrally distinct nuclear and cytoplasmic fluorescent proteins to encode up to 64 unique perturbations per well. To mitigate barcode recombination and improve decoding accuracy, we employed single-template viral production, codon diversification, and a ratio-based spectral unmixing pipeline tailored to overlapping fluorophores. An inverted cytoplasmic segmentation approach and multilayer perceptron classifier enabled accurate barcode identification in both arrayed and pooled formats. As a proof of concept, we applied RainBar to dissect NF-{kappa}B signaling dynamics in epithelial cells. Live imaging of RelA translocation uncovered stimulus-specific kinetics: IL-1{beta} triggered rapid recovery, while TNF induced prolonged nuclear localization. In pooled CRISPRi screens, RainBar recovered known NF-{kappa}B regulators (e.g., IL1R1, MYD88, TNFRSF1A) and highlighted additional modulators, including the Ino80 chromatin remodeling complex subunits and KAT2A acetyltransferase. Together, these results position RainBar as a flexible platform for multiplexed, image-based functional genomics, with potential to reveal dynamic signaling architectures across diverse cellular contexts in live cells.

genomics↗

CRISPRa-mediated disentanglement of the Dux-MERVL axis in the 2C-like state, totipotency and cell death

Transposable elements (TEs) provide sequences that are powerful cis-regulatory drivers of gene expression programmes. This is particularly apparent during early development when many TEs become de-repressed. MERVL elements are highly yet transiently upregulated in mouse totipotent 2-cell (2C) embryos during major zygotic genome activation (ZGA), and in 2C-like cells in vitro. One of the most powerful activators of MERVL is the pioneer transcription factor, Dux. However, apparent differences lie in the requirement for Dux versus MERVL activation in embryos, for unclear reasons. Moreover, sustained Dux activation causes cell toxicity in multiple cell types, which may or may not be linked to MERVL activation. Using a CRISPR-activation, 2C-GFP reporter system, we have unpicked the relative role of Dux and MERVL in ZGA, totipotent-like characteristics and cell toxicity. We find that direct MERVL activation comprises only a portion of the Dux-dependent transcriptome, and which is sufficient for expanded fate potential, but not other totipotency features. Conversely, Dux-induced pathology is independent of MERVL activation and involves induction of the pro-apoptotic factor, Noxa. Our study highlights the complexity of the Dux-MERVL transcriptional network and uncovers a new player in Dux-driven pathology.

developmental biology↗

miR-200 deficiency promotes lung cancer metastasis by activating cancer-associated fibroblasts

Lung adenocarcinoma, the most prevalent lung cancer subtype, is characterized by its high propensity to metastasize. Despite the importance of metastasis in lung cancer mortality, its underlying cellular and molecular mechanisms remain largely elusive. Here, we identified miR-200 miRNAs as potent suppressors for lung adenocarcinoma metastasis. miR-200 expression is specifically repressed in mouse metastatic lung adenocarcinomas, and miR-200 decrease strongly correlates with poor patient survival. Consistently, deletion of mir-200c/141 in the KrasLSL-G12D/+; Trp53flox/flox lung adenocarcinoma mouse model significantly promoted metastasis, generating a desmoplastic tumor stroma highly reminiscent of metastatic human lung cancer. miR-200 deficiency in lung cancer cells promotes the proliferation and activation of adjacent cancer-associated fibroblasts (CAFs), which in turn elevates the metastatic potential of cancer cells. miR-200 regulates the functional interaction between cancer cells and CAFs, at least in part, by targeting Notch ligand Jagged1 and Jagged2 in cancer cells and inducing Notch activation in adjacent CAFs. Hence, the interaction between cancer cells and CAFs constitutes an essential mechanism to promote metastatic potential.

cancer biology↗

Tracing cellular heterogeneity in pooled genetic screens via multi-level barcoding

While pooled loss- and gain-of-function screening approaches have become increasingly popular to systematically investigate mammalian gene function, they have thus far ignored the fact that cell populations are heterogeneous. Here we introduce multi-level barcoded sgRNA libraries to (i) monitor differences in the behavior of multiplexed clonal cell lines, (ii) trace sub-clonal lineages of cells expressing the same sgRNA, (iii) derive in-sample screen replicates and (iv) reduce the number of cells and sequencing read counts required to reach statistical significance. Using our approach, we illustrate how clonal heterogeneity impairs the results of pooled genetic screens and demonstrate the ability of multi-level barcoding to resolve cellular heterogeneity related issues.

genomics↗

The transcriptionally permissive chromatin state of ES cells is acutely tuned totranslational output

A permissive chromatin environment coupled to hypertranscription is critical to drive the rapid proliferation of Embryonic Stem (ES) cells and peri-implantation embryos. We carried out a genome-wide screen to systematically dissect the regulation of the euchromatic state of ES cells. The results reveal that activity of cellular growth pathways, prominently protein synthesis, perpetuates the euchromatic state and hypertranscription of ES cells. Acute, mild inhibition of translation results in rapid depletion of euchromatic marks in ES cells and blastocysts, concurrent with delocalization of RNA polymerase II and reduction in nascent transcription. Remarkably, reduced translational output leads to rewiring of open chromatin within 3 hours, including decreased accessibility at a subset of active developmental enhancers and increased accessibility at histone genes and transposable elements. Using a proteome-scale analysis, we show that several euchromatin regulators are unstable proteins and thus continuously depend on a high translational output. We propose that this mechanistic interdependence of euchromatin, transcription and translation sets the pace of proliferation at peri-implantation and may be employed generally by stem/progenitor cells.

molecular biology↗

Decoding directional genetic dependencies through orthogonal CRISPR/Cas screens

Genetic interaction studies are a powerful approach to identify functional interactions between genes. This approach can reveal networks of regulatory hubs and connect uncharacterised genes to well-studied pathways. However, this approach has previously been limited to simple gene inactivation studies. Here, we present an orthogonal CRISPR/Cas-mediated genetic interaction approach that allows the systematic activation of one gene while simultaneously knocking out a second gene in the same cell. We have developed this concept into a quantitative and scalable combinatorial screening platform that allows the parallel interrogation of hundreds of thousands of genetic interactions. We demonstrate that the established platform works robustly to uncover genetic interactions in human cancer cells and to interpret the direction of the flow of genetic information.

molecular biology↗