12 research outputs found

    Hotspot SF3B1 mutations induce metabolic reprogramming and vulnerability to serine deprivation.

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    Cancer-associated mutations in the spliceosome gene SF3B1 create a neomorphic protein that produces aberrant mRNA splicing in hundreds of genes, but the ensuing biologic and therapeutic consequences of this missplicing are not well understood. Here we have provided evidence that aberrant splicing by mutant SF3B1 altered the transcriptome, proteome, and metabolome of human cells, leading to missplicing-associated downregulation of metabolic genes, decreased mitochondrial respiration, and suppression of the serine synthesis pathway. We also found that mutant SF3B1 induces vulnerability to deprivation of the nonessential amino acid serine, which was mediated by missplicing-associated downregulation of the serine synthesis pathway enzyme PHGDH. This vulnerability was manifest both in vitro and in vivo, as dietary restriction of serine and glycine in mice was able to inhibit the growth of SF3B1MUT xenografts. These findings describe a role for SF3B1 mutations in altered energy metabolism, and they offer a new therapeutic strategy against SF3B1MUT cancers

    Characterizing NOTCH1 PEST domain mutations in Triple Negative Breast Cancer

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    About 20% of newly diagnosed breast cancers are classified as triple negative breast cancer (TNBC). These tumors are very heterogenous in nature, and as the name implies, lack expression of the estrogen, progesterone and HER2 receptors. The absence of receptor expression makes currently available targeted drugs not an option for treatment. Due to the need for more personalized therapies, molecular studies have focused on the identification of commonly mutated genes, one such gene is NOTCH1 were mutations found tend to cluster in a specific region of the gene, known as the PEST domain. To better understand the potential clinical significance of these mutations, we functionally characterized NOTCH1 PEST domain mutations via gene editing targeting one allele of the NOTCH1 gene in two different nontumorigenic breast epithelial cell lines. Out of nine mutations characterized, five do not impart detectable transformative properties as measured by in vivo and in vitro assays; however, mutations A2441fs, A2441T, P2448fs and P2438_S2439 convey oncogenic properties such as increased proliferation ability, growth factor independence, anchorage independent growth, and irregular colony morphology. Additionally, they also display increase signaling thru the MAPK pathway, and higher levels of transcriptionally active form of β-catenin, that seems to be mediated in part by physical binding of mutant NOTCH1 and β-catenin. More surprisingly, in vivo, mutations A2441T and P2448fs can form palpable tumors in immunocompromised mice. Although these mutations did not impart sensitivity to Notch or MAPK targeted therapies, it did confer a strong resistance to EGFR targeted drugs. These results showcase the range of phenotypes observed in mutations within the same domain of NOTCH1. With several mutations conveying no detectable phenotype to some rendering tumorigenicity. It suggests that PEST domain mutations should not be classified under one category and therefore assumptions about their activating ability, or how they could influence clinical outcomes should be evaluated in a case by case basis

    The Impact of Collisions on the Ability to Detect Rare Mutant Alleles Using Barcode-Type Next-Generation Sequencing Techniques

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    Barcoding techniques are used to reduce error from next-generation sequencing, with applications ranging from understanding tumor subclone populations to detecting circulating tumor DNA. Collisions occur when more than one sample molecule is tagged by the same unique identifier (UID) and can result in failure to detect very-low-frequency mutations and error in estimating mutation frequency. Here, we created computer models of barcoding technique, with and without amplification bias introduced by the UID, and analyzed the effect of collisions for a range of mutant allele frequencies (1e−6 to 0.2), number of sample molecules (10 000 to 1e7), and number of UIDs (4 10 -4 14 ). Inability to detect rare mutant alleles occurred in 0% to 100% of simulations, depending on collisions and number of mutant molecules. Collisions also introduced error in estimating mutant allele frequency resulting in underestimation of minor allele frequency. Incorporating an understanding of the effect of collisions into experimental design can allow for optimization of the number of sample molecules and number of UIDs to minimize the negative impact on rare mutant detection and mutant frequency estimation

    Biotinylated amplicon sequencing: A method for preserving DNA samples of limited quantity

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    Background: Genomic testing is often limited by the exhaustible nature of human tissue and blood samples. Here we describe biotinylated amplicon sequencing (BAmSeq), a method that allows for the creation of PCR amplicon based next-generation sequencing (NGS) libraries while retaining the original source DNA. Design and methods: Biotinylated primers for different loci were designed to create NGS libraries using human genomic DNA from cell lines, plasma, and formalin-fixed paraffin embedded (FFPE) tissues using the BAmSeq protocol. DNA from the original template used for each BAmSeq library was recovered after separation with streptavidin magnetic beads. The recovered DNA was then used for end-point, quantitative and droplet digital PCR (ddPCR) as well as NGS using a cancer gene panel. Results: Recovered DNA was analyzed and compared to the original DNA after one or two rounds of BAmSeq. Recovered DNA revealed comparable genomic distributions and mutational allelic frequencies when compared to original source DNA. Sufficient quantities of recovered DNA after BAmSeq were obtained, allowing for additional downstream applications. Conclusions: We demonstrate that BAmSeq allows original DNA template to be recovered with comparable quality and quantity to the source DNA. This recovered DNA is suitable for many downstream applications and may prevent sample exhaustion, especially when DNA quantity or source material is limiting. Keywords: Next generation sequencing, Plasma DNA, Droplet digital PCR (ddPCR), Targeted amplicon sequencin
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