Search bioRxiv⌕ Search

Biology subjects

Larsson, O.

Publications and source records attributed to Larsson, O..

At least 19 recordsLinked to original sources

RAPPL-Seq Enables Rapid, High-Sensitivity Ribosome Profiling of Scarce Samples

Ribosome profiling is a powerful method for transcriptome-wide monitoring of translation activity in vivo, but its use is limited by lengthy protocols, reliance on specialized equipment and inefficient recovery of ribosome-protected fragments (RPFs). To overcome these challenges, we developed RAPPL-Seq, a magnetic bead-based affinity capture method that enables fast and efficient RPF isolation. RAPPL-Seq achieves high recovery efficiency, short processing time, and robust performance with limited input material. It is broadly applicable across multiple sample types, including cell lines, primary tissues, and human biospecimens. RAPPL-Seq can also be paired with translation inhibitors to characterize inhibitor- and tissue-specific mRNA translation. RAPPL-Seq efficiently captured translatomes of glioblastoma (GBM) and adjacent non-tumor brain tissues from patient biopsies. Together, these findings establish RAPPL-Seq as a straightforward, easily accessible, and highly sensitive approach that extends translatome studies to scarce experimental and clinical samples, opening new avenues for mechanistic insight and therapeutic discovery.

molecular biology↗

Di-codon organization links tRNA modifications to cancer cell proteome composition

Hormone-signalling modulates levels of tRNA-modifying enzymes, including ELP3, in cancer cells. Here we show that ELP3 is required to sustain proliferation in prostate cancer cells. Intriguingly, although ELP3 modifies tRNA at the U34-position, the ELP3-sensitive proteome was poorly explained by frequencies of codons requiring U34-modified tRNA for decoding. Instead, we identified six codon pairs (herein denoted ELP3 down di-codons "E3dDCs") that, in concert with local sequence context and 5UTR features affecting translation initiation, explain ELP3-sensitive protein expression. Moreover, despite activation of the canonical integrated stress response upon ELP3 suppression, the associated expression program was paradoxically suppressed in a fashion correlating with higher E3dDC frequencies. E3dDCs were also enriched in mitotic regulators, and ELP3-suppression caused mitotic defects that limited proliferation. Therefore, ELP3 regulates proteome composition via E3dDCs that, depending on their local sequence context and translation initiation activity, determine protein expression and downstream cellular phenotypes upon reduced levels of U34-modified tRNA.

molecular biology↗

Modulation of huntingtin S421 phosphorylation in a Huntington's disease mouse model and its detection in nonhuman primate cerebrospinal fluid

Huntingtons disease (HD) is a progressive neurodegenerative disease caused by the pathologic expansion of a CAG repeat in the first exon of the huntingtin (HTT) gene, resulting in a huntingtin (HTT) protein with an expanded polyglutamine (polyQ) tract. Phosphorylation at residue S421 (pS421) is one of the post-translational modifications proposed to influence the biology of wild-type and mutant (m)HTT, such as HTT stability and clearance, HTT subcellular localization, mHTT toxicity, and regulation of HTT function in axonal transport. However, the detection and quantification of S421-HTT phosphorylation in relevant biological contexts have remained challenging and the consequences of pS421 in HD pathogenesis remains unclear. Here we report the development of a novel ultrasensitive immunoassay enabling the specific and sensitive detection of pS421-HTT in a variety of biologically relevant contexts. With this assay we conducted a longitudinal assessment of pS421 levels in tissues from a mouse model of HD to investigate the relationship between S421 phosphorylation and phenotypic progression. We also identified PRKACA, the cAMP-regulated catalytic subunit of PKA, as a kinase capable of phosphorylating S421-HTT, demonstrating its ability to regulate endogenous pS421 in human cells. Finally, we exploited the sensitivity of the assay to detect endogenous pS421-HTT in cerebrospinal fluid (CSF) from nonhuman primates, showing for the first time that phosphorylation at S421-HTT can be detected in this bio-fluid. These reagents and assay will enable investigation of the biological consequence and the relevance of pS421 in the natural history of HD.

neuroscience↗

Genome-wide profiling of tRNA modifications reveal the presence of divergent signatures in Plasmodium falciparum

tRNAs are known to be extensively decorated with various nucleotide modifications, which can modulate the biological properties of tRNAs, such as promoting translation efficiency or fidelity, influencing codon preference and stabilizing tertiary structure of tRNAs. Dynamic alteration of the tRNA modifications, particularly under stress, are conserved gene regulatory mechanisms employed by cells across the kingdoms of life. The malaria-causing Plasmodium falciparum, which has a highly AT-biased genome, is reliant on a non-redundant set of tRNA genes to decode distinct and codon-skewed transcriptomes across its developmental stages. This genomic feature highlights the regulatory potential of tRNA modifications and warrants studies on how the tRNA epitranscriptome can impact gene regulatory function in this parasite. However, systematic studies of tRNA modifications in P. falciparum remain sporadic. In this study, we present a sequencing-based analysis of tRNA modifications in P. falciparum through optimizing the TGIRT-tRNA sequencing approach. The optimized protocol significantly reduces reverse transcription (RT) stop-induced short reads and enhances full-length cDNA synthesis, enabling the identification and stoichiometric estimation of a select nucleotide modifications at single-base resolution. We were able to identify seven types of conserved tRNA modifications and discovered two non-canonical signatures at A59 and U73 positions on specific nuclear-encoded tRNAs, which provides new insights into previously unreported modification sites. Our findings further reveal the dynamic nature of tRNA modifications during stage progression and under stress conditions.

microbiology↗

Reduction in ETFDH expression optimizes cancer cell bioenergetics

Mitochondrial electron transport flavoprotein (ETF) insufficiency causes metabolic diseases known as a multiple acyl-CoA dehydrogenase deficiency (MADD). In contrast to muscle, ETFDH is a non-essential gene in acute lymphoblastic leukemia NALM-6 cells, and its expression is reduced across human cancers. ETF insufficiency caused by decreased ETFDH expression limits flexibility of OXPHOS fuel utilization but paradoxically increases cancer cell bioenergetics and accelerates neoplastic growth by activation of the mTORC1/BCL-6/4E-BP1 axis. Collectively, these findings reveal that while ETF insufficiency is rare and has detrimental effects in non-malignant tissues, it is common in neoplasia, where ETFDH downregulation leads to bioenergetic and signaling reprogramming that accelerate neoplastic growth.

cancer biology↗

TSC2 loss in neural progenitor cells suppresses translation of ASD/NDD-associated transcripts in an mTORC1- and MNK1/2-reversible fashion

Tuberous sclerosis complex (TSC) is an inherited neurodevelopmental disorder (NDD) with frequent manifestations of epilepsy and autism spectrum disorder (ASD). TSC is caused by inactivating mutations in TSC1 or TSC2 tumor suppressor genes, with encoded proteins hamartin (TSC1) and tuberin (TSC2) forming a functional complex inhibiting mechanistic target of rapamycin complex 1 (mTORC1) signaling. This has led to treatment with allosteric mTORC1 inhibitor rapamycin analogs ("rapalogs") for TSC tumors; however, rapalogs are ineffective for treating neurodevelopmental manifestations. mTORC1 signaling controls protein synthesis by regulating formation of the eIF4F complex, with further modulation by MNK1/2 kinases via phosphorylation of the eIF4F subunit eIF4E. While both these pathways modulate translation, comparing their impact on transcriptome-wide mRNA translation, as well as effects of inhibiting these pathways in TSC has not been explored. Here, employing CRISPR-modified, isogenic TSC2 patient-derived neural progenitor cells (NPCs), we have examined transcriptome-wide changes in mRNA translation upon TSC2 loss. Our results reveal dysregulated translation in TSC2-Null NPCs, which significantly overlaps with the translatome from TSC1-Null NPCs. Interestingly, numerous non-monogenic ASD-, NDD-and epilepsy-associated genes identified in patients harboring putative loss-of-function mutations, were translationally suppressed in TSC2-Null NPCs. Importantly, translation of these ASD- and NDD-associated genes was reversed upon inhibition of either mTORC1 or MNK1/2 signaling using RMC-6272 or eFT-508, respectively. This study establishes the importance of mTORC1-eIF4F- and MNK-eIF4E-sensitive mRNA translation in TSC, ASD and other neurodevelopmental disorders laying the groundwork for evaluating drugs in clinical development that target these pathways as a treatment strategy for these disorders.

molecular biology↗

SLC25A46 is in contact with lysosomes and plays a role in mitochondrial cholesterol homeostasis

Mitochondrial morphology reflects the dynamic equilibrium between fusion and fission events, controlled by cellular signaling. A cytoprotective response known as stress-induced mitochondrial hyperfusion (SIMH) is triggered by nutrient starvation and we show that the outer mitochondrial membrane protein SLC25A46 is required for this response. To unravel the cellular mechanisms involved, we conducted transcriptomic analysis on control human fibroblasts and SLC25A46 knock-out cells. Our analysis revealed a remarkable divergence in the transcriptional profile of proteins associated with lysosomal function and cholesterol binding and synthesis. Further investigations using live-cell imaging validated the presence of SLC25A46 at the majority of mitochondria-lysosome contact sites. Since mitochondria-lysosome contacts are linked to cholesterol transport, we investigated the involvement of SLC25A46 in cholesterol trafficking. The SLC25A46 knock-out cell line exhibited a decrease in mitochondrial cholesterol content and distinct alterations were observed in the pattern of cholesterol trafficking compared to control. Cholesterol supplementation in the SLC25A46 knock-out cell line rescued the mitochondrial fragmentation phenotype and restored the SIMH response, suggesting a role for SLC25A46 in maintaining mitochondrial cholesterol homeostasis. Summary blurbThe mitochondrial outer membrane protein SLC25A46 is required for SIMH triggered by nutrient starvation, localizes to lysosome contact sites and is involved in mitochondrial cholesterol homeostasis

cell biology↗

Epigenetic coordination of transcriptional and translational programs in hypoxia

Adaptation to cellular stresses entails an incompletely understood coordination of transcriptional and post-transcriptional gene expression programs. Here, we quantified hypoxia-dependent transcriptomes, epigenomes, and translatomes in T47D breast cancer cells and H9 human embryonic stem cells. This revealed pervasive changes in transcription start site (TSS) selection associated with nucleosome repositioning and alterations in H3K4me3 distribution. Importantly, hypoxia-associated TSS switching was induced or reversed via pharmacological modulation of H3K4me3 in the absence of hypoxia, defining a role for H3K4me3 in TSS selection independent of HIF1-transcriptional programs. By remodelling 5UTRs, TSS switching selectively alters protein synthesis, including enhanced translation of mRNAs encoding pyruvate dehydrogenase kinase 1 (PDK1) that is essential for the metabolic adaptation to hypoxia. These results demonstrate a previously unappreciated mechanism of translational regulation during hypoxia driven by epigenetic reprogramming of the 5UTRome.

cancer biology↗

Genomic adaptation underlies nutrient-driven reprogramming in the malaria-causing parasite

Parasites often depend on metabolic adaptation to the host environment. An adaptive feature of malaria-causing parasites is digestion of hemoglobin (HB) to acquire amino acids (AAs). Here we describe a link between nutrient availability and translation elongation-dependent regulation of gene expression as an adaptive strategy. We show that, unexpectedly, tRNA expression in P. falciparum does not match the decoding need as tRNAs decoding AAs that are rare in HB are lowly expressed. This discrepancy renders codons of HB-rare AAs inefficiently decoded and transcripts levels negatively correlated with the requirement of HB-rare AAs for protein synthesis, which are consistent with poor codon optimality causing co-translational mRNA decay. Intriguingly, proliferation-related genes have evolved to require a high level of HB-rare AAs in their encoded proteins, thereby allowing the parasite to control its proliferation by repressing protein synthesis of these genes during nutrient stress. We conclude that the parasite modulates translation elongation by maintaining a discordant tRNA profile as a mechanism to exploit variations in AA-composition among genes as an adaptation strategy.

microbiology↗

Integrative multi-omics analysis reveals molecular subtypes and tumor evolution of synovial sarcoma

Synovial sarcomas (SS) are malignant mesenchymal tumors characterized by the SS18-SSX fusion gene, which drives tumorigenesis by altering the composition of the BAF complex. Secondary genomic alterations that determine variations in tumor phenotype or clinical presentation are largely unknown. Herein, we present transcriptome, targeted DNA-sequencing, and proteomics analysis of 91 synovial sarcomas from 55 patients. We identified three SS clusters (SSCs) characterized by distinct histology, tumor microenvironments, genomic complexities, therapeutic effects, and clinical outcomes. Eight BAF complex components are differentially expressed among SSCs, and their role in mesenchymal-epithelial-transition is supported by single cell sequencing. The epithelial cells of biphasic tumors are more susceptible to developing copy number alterations, including amplification of PDCD1 and TMPRSS2. Our findings explain broad concepts in SS biology and imply that the BAF composition at the start of the tumorigenesis (i.e. the cellular linage) may determine the SS subtype, providing a rationale for individualized treatment strategies.

cancer biology↗

Opsonization by non-neutralizing antibodies can confer protection to SARS-CoV-2 despite Spike-dependent modulation of phagocytosis

Spike-specific antibodies are central to effective COVID19 immunity. Research efforts have focused on antibodies that neutralize the ACE2-Spike interaction but not on non-neutralizing antibodies. Antibody-dependent phagocytosis is an immune mechanism enhanced by opsonization, where typically, more bound antibodies trigger a stronger phagocyte response. Here, we show that Spike-specific antibodies, dependent on concentration, can either enhance or reduce Spike-bead phagocytosis by monocytes independently of the antibody neutralization potential. Surprisingly, we find that both convalescent patient plasma and patient-derived monoclonal antibodies lead to maximum opsonization already at low levels of bound antibodies and is reduced as antibody binding to Spike protein increases. Moreover, we show that this Spike-dependent modulation of opsonization seems to affect the outcome in an experimental SARS-CoV-2 infection model. These results suggest that the levels of anti-Spike antibodies could influence monocyte-mediated immune functions and propose that non-neutralizing antibodies could confer protection to SARS-CoV-2 infection by mediating phago-cytosis.

immunology↗

Regulatory start-stop elements in 5' untranslated regions pervasively modulate translation

Sequence elements within the 5 untranslated region (UTR) of eukaryotic genes, e.g. upstream open reading frames (uORFs), control translation of eukaryotic genes. We describe an element consisting of a start codon immediately followed by a stop codon which is distinct from uORFs in the lack of an elongation step. Start-stops have been described for specific cases, but their widespread impact has been overlooked. Start-stop elements occur in the 5UTR of 1, 417 human genes and are more often occupied with a ribosome than canonical uORFs or control sequences. Start-stops efficiently halt ribosomes without evidence for accelerated RNA turnover, therefore acting as a barrier for the scanning of the small ribosomal subunit and repressing downstream translation. Our results suggest a model by which the ribosome undergoes repeated cycles of termination and partial ribosomal recycling, during which the large subunit detaches, but the 40S subunit with the Met-tRNAiMet remains associated with the mRNA to be rejoined by the 60S subunit. Start-stop elements occur in many transcription factors and signaling genes, and affect cellular fate via different routes. We investigate the start-stop element in several genes, i.e. MORF4L1, SLC39A1, and PSPC1, and in more detail in ATF4.

systems biology↗

Translatome-based classification reveals a dual metabolic dependency of a new tumor subtype of pancreatic cancer.

Molecular profiling of Pancreatic Ductal Adenocarcinoma (PDA), based on transcriptomic analyses, identifies two main prognostic subtypes (basal-like and classical), but does not allow personalized first-line treatment. To date, tumors have not been profiled based on protein synthesis rates, yet the step of mRNA translation is highly deregulated in both PDA cancer cells and their microenvironment. Using a collection of twenty-seven pancreatic Patient-Derived Xenografts (PDX), we performed genome-wide analysis of translated mRNA (translatome). Unsupervised bioinformatics analysis revealed a new tumor subtype harboring a low protein synthesis rate, but associated with a robust translation of mRNAs encoding effectors of the integrated stress response (ISR), including the transcription factor ATF4. Functional characterization of the "ISR-activated" human cancer cells revealed a high resistance to drugs, low autophagic capacities, and importantly, metabolic impairments in the serine synthesis and transsulfuration pathways. Overall, our study highlights the strength of translatomic profiling on PDA, which here revealed an unforeseen drug-resistant cancer cell phenotype, whose auxotrophy to both serine and cysteine may be amenable to targeted therapy.

cancer biology↗

Translational profiling of macrophages infected with Leishmania donovani identifies mTOR- and eIF4A-sensitive immune-related transcripts

The protozoan parasite Leishmania donovani (L. donovani) causes visceral leishmaniasis, a chronic infection which is fatal when untreated. While previous studies showed that L. donovani reprograms transcription to subvert host cell functions, it remains unclear whether the parasite also alters host mRNA translation to establish a successful infection. To assess this, we compared transcriptome-wide translation in primary mouse macrophages infected with L. donovani promastigotes or amastigotes using polysome-profiling. This identified ample selective changes in translation (3,127 transcripts) which were predicted to target central cellular functions by inducing synthesis of proteins related to chromatin remodeling and RNA metabolism while inhibiting those related to intracellular trafficking and antigen presentation. Parallel quantification of protein and mRNA levels for a set of transcripts whose translation was activated upon L. donovani infection (Papbpc1, Eif2ak2, and Tgfb) confirmed, as indicated by polysome-profiling, increased protein levels despite largely unaltered mRNA levels. Mechanistic in silico analyses suggested activated translation depending on the kinase mTOR (e.g. Pabpc1) and the RNA helicase eIF4A (e.g. Tgfb) during infection. Accordingly, treatment with mTOR inhibitors torin-1 or rapamycin reversed L. donovani-induced PABPC1 without affecting corresponding transcript levels. Similarly, the production of TGF-{beta} decreased in presence of the eIF4A inhibitor silvestrol despite unaltered Tgfb mRNA levels. Consistent with parasite modulation of host eIF4A-sensitive translation to promote infection, silvestrol suppressed L. donovani replication within macrophages. In contrast, parasite survival was favored under mTOR inhibition. In summary, infection-associated changes in translation of mTOR- and eIF4A-sensitive mRNAs contribute to modulate mRNA metabolism and immune responses in L. donovani-infected macrophages. Although the net outcome of such translation programs favours parasite propagation, individual translation programs appear to have opposing roles during L. donovani infection, thereby suggesting their selective targeting as key for therapeutic effects. Author SummaryFine-tuning the efficiency of mRNA translation into proteins allows cells to tailor their responses to stress without the need for synthesizing new mRNA molecules. It is well established that the protozoan parasite Leishmania donovani alters transcription of specific genes to subvert host cell functions. However, discrepancies between transcriptomic and proteomic data suggest that post-transcriptional regulatory mechanisms also contribute to modulate host gene expression programs during L. donovani infection. Herein, we report that one third of protein-coding mRNAs expressed in macrophages are differentially translated upon infection with L. donovani. Our computational analyses reveal that subsets of mRNAs encoding functionally related proteins share the same directionality of translational regulation, which is likely to impact metabolic and microbicidal activity of infected cells. We also show that upregulated translation of transcripts that encode central regulators of mRNA metabolism and inflammation is sensitive to the activation of mTOR or eIF4A during infection. Finally, we observe that inhibition of eIF4A activity reduces parasite survival within macrophages while selective blockade of mTOR has the opposite effect. Thus, our study points to a dual role for translational control of host gene expression during L. donovani infection and suggests that novel regulatory nodes could be targeted for therapeutic intervention.

immunology↗

Separate domains of G3BP promote efficient clustering of alphavirus replication complexes and recruitment of the translation initiation machinery

G3BP-1 and -2 (hereafter referred to as G3BP) are multifunctional RNA-binding proteins involved in stress granule (SG) assembly. Viruses from diverse families target G3BP for recruitment to replication or transcription complexes in order to block SG assembly but also to acquire pro-viral effects via other unknown functions of G3BP. The Old World alphaviruses, including Semliki Forest virus (SFV) and chikungunya virus (CHIKV) recruit G3BP into viral replication complexes, via an interaction between FGDF motifs in the C-terminus of the viral non-structural protein 3 (nsP3) and the NTF2-like domain of G3BP. To study potential proviral roles of G3BP, we used human osteosarcoma (U2OS) cell lines lacking endogenous G3BP generated using CRISPR-Cas9 and reconstituted with a panel of G3BP1 mutants and truncation variants. While SFV replicated with varying efficiency in all cell lines, CHIKV could only replicate in cells expressing G3BP1 variants containing both the NTF2-like and the RGG domains. The ability of SFV to replicate in the absence of G3BP allowed us to study effects of different domains of the protein. We used immunoprecipitation to demonstrate that that both NTF2- like and RGG domains are necessary for the formation a complex between nsP3, G3BP1 and the 40S ribosomal subunit. Electron microscopy of SFV-infected cells revealed that formation of nsP3:G3BP1 complexes via the NTF2-like domain was necessary for clustering of cytopathic vacuoles (CPVs) and that the presence of the RGG domain was necessary for accumulation of electron dense material containing G3BP1 and nsP3 surrounding the CPV clusters. Clustered CPVs also exhibited localised high levels of translation of viral mRNAs as detected by ribopuromycylation staining. These data confirm that G3BP is a ribosomal binding protein and reveal that alphaviral nsP3 uses G3BP to concentrate viral replication complexes and to recruit the translation initiation machinery, promoting the efficient translation of viral mRNAs.

microbiology↗

Estrogen receptor alpha controls gene expression via translational offsetting

Estrogen receptor alpha (ER) activity is associated with increased cancer cell proliferation. Studies aiming to understand the impact of ER on cancer-associated phenotypes have largely been limited to its transcriptional activity. Herein, we demonstrate that ER coordinates its transcriptional output with selective modulation of mRNA translation. Importantly, translational perturbations caused by depletion of ER largely manifest as \"translational offsetting\" of the transcriptome, whereby amounts of translated mRNA and protein levels are maintained constant despite changes in mRNA abundance. Transcripts whose levels, but not polysome-association, are reduced following ER depletion lack features which limit translational efficiency including structured 5UTRs and miRNA target sites. In contrast, mRNAs induced upon ER depletion whose polysome-association remains unaltered are enriched in codons requiring U34-modified tRNAs for efficient decoding. Consistently, ER regulates levels of U34-modification enzymes, whereas altered expression of U34-modification enzymes disrupts ER dependent translational offsetting. Altogether, we unravel a hitherto unprecedented mechanism of ER-dependent orchestration of transcriptional and translational programs, and highlight that translational offsetting may be a pervasive mechanism of proteome maintenance in hormone-dependent cancers.

systems biology↗

Translational and HIF1α-dependent metabolic reprograming underpin oncometabolomeplasticity and synergy between oncogenic kinase inhibitors and biguanides.

There is heightened interest to devise therapies that target the oncometabolome. We show that kinase inhibitors (KIs) and biguanides synergistically target melanoma, leukemia, and breast, colon and renal cancer cells, but not non-transformed cells. Metabolic profiling confirmed opposing effects of KIs and biguanides on glycolysis, but this was insufficient to explain the observed synergy between the drugs. Rather, we define a critical role for the synthesis of non-essential amino acids (NEAA) aspartate, asparagine and serine as well as reductive glutamine metabolism, in determining the sensitivity of cancer cells to KI - biguanide combinations. The mTORC1/4E-BP axis regulates aspartate, asparagine and serine synthesis by modulating translation of mRNAs encoding PC, ASNS, PHGDH and PSAT1. Ablation of 4E-BP1 and 2 results in a dramatic increase in serine, aspartate and asparagine levels and a substantial decrease in sensitivity of breast cancer and melanoma cells to KI - biguanide combinations. In turn, efficacy of KI - biguanide combinations is impeded by HIF1 and sustained reductive glutamine metabolism. These findings identify hitherto unappreciated translational reprograming of NEAA synthesis and HIF1-dependent stimulation of reductive glutamine metabolism as critical metabolic vulnerabilities of cancer that underpin synergy between KIs and biguanides.

cancer biology↗

Genome-wide analysis of differential translation and differential translational buffering using anota2seq

mRNA translation plays an evolutionarily conserved role in homeostasis and when dysregulated results in various disorders. Optimal and universally applicable analytical methods to study transcriptome-wide changes in translational efficiency are therefore critical for understanding the complex role of translation regulation under physiological and pathological conditions. Techniques used to interrogate translatomes, including polysome- and ribosome-profiling, require adjustment for changes in total mRNA levels to capture bona fide alterations in translational efficiency. Herein, we present the anota2seq algorithm for such analysis using data from ribosome- or polysome-profiling quantified by DNA-microarrays or RNA sequencing, which outperforms current methods for identification of changes in translational efficiency. In contrast to available analytical methods, anota2seq also allows capture of an underappreciated mode for regulation of gene expression whereby translation acts as a buffering mechanism which maintains constant protein levels despite fluctuations in mRNA levels (\"translational buffering\"). Application of anota2seq shows that insulin affects gene expression at multiple levels, in a largely mTOR-dependent manner. Moreover, insulin induces levels of a subset of mRNAs independently of mTOR that undergo translational buffering upon mTOR inhibition. Thus, the universal anota2seq algorithm allows efficient and hitherto unprecedented interrogation of translatomes and enables studies of translational buffering which represents an unexplored mechanism for regulating of gene expression.

bioinformatics↗