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| Open AccessHidden information on protein function in censuses of proteome foldedness
Proteomics can define features of proteome foldedness by assessing the reactivity of surface exposed amino acids. Here, the authors show that such exposure patterns yield insight to structural changes in chaperones as they bind to unfolded proteins in urea-denatured mammalian cell lysate.
- Dezerae Cox
- , Ching-Seng Ang
- & Danny M. Hatters
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Article
| Open AccessGlyco-Decipher enables glycan database-independent peptide matching and in-depth characterization of site-specific N-glycosylation
Poor peptide fragmentation and unusual glycan structures limit mass spectrometry-based analysis of intact N-glycopeptides. Here, the authors develop Glyco-Decipher, a glycan-independent peptide search tool, to tackle these issues and improve the coverage of site-specific glycan analysis.
- Zheng Fang
- , Hongqiang Qin
- & Mingliang Ye
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Article
| Open AccessIntegrative multi-omics and drug response profiling of childhood acute lymphoblastic leukemia cell lines
Childhood acute lymphoblastic leukemia is characterised by a range of genetic aberrations. Here, the authors use multi-omics profiling of ALL cell lines to connect molecular phenotypes and drug responses to provide an interactive resource of drug sensitivity.
- Isabelle Rose Leo
- , Luay Aswad
- & Rozbeh Jafari
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Article
| Open AccessPCBP2 maintains antiviral signaling homeostasis by regulating cGAS enzymatic activity via antagonizing its condensation
cGAS senses viral DNA and forms cytosolic cGAS-DNA granules to mediate anti-DNA viral signaling pathway. Here the authors show that PCBP2 interacts with cGAS and antagonizes condensation of cGAS-DNA granules, thus maintaining host immune homeostasis.
- Haiyan Gu
- , Jing Yang
- & Qinmiao Sun
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Article
| Open AccessGlobal profiling of regulatory elements in the histone benzoylation pathway
Lysine benzoylation (Kbz) is a recently discovered histone modification. Here, the authors characterize writers, erasers and readers of histone Kbz in S. cerevisiae and identify non-histone proteins bearing Kbz, laying foundations to dissect the roles of Kbz in diverse cellular processes.
- Duo Wang
- , Fuxiang Yan
- & Yong Chen
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Article
| Open AccessAP-4-mediated axonal transport controls endocannabinoid production in neurons
Davies et al. identify a putative mechanism underlying the childhood neurological disorder AP-4 deficiency syndrome. In the absence of AP-4, an enzyme that makes 2-AG is not transported to the axon, leading to axonal growth defects, which can be rescued by inhibition of 2-AG breakdown.
- Alexandra K. Davies
- , Julian E. Alecu
- & Georg H. H. Borner
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Article
| Open AccessPhosphoproteomic profiling of T cell acute lymphoblastic leukemia reveals targetable kinases and combination treatment strategies
No targeted therapy has been approved yet for the treatment of T cell acute lymphoblastic leukemia. Here the authors show that unbiased phosphoproteomic profiling can identify targetable kinases and guide the design of personalized combination treatments using kinase inhibitors.
- Valentina Cordo’
- , Mariska T. Meijer
- & Jules P. P. Meijerink
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Article
| Open AccessProteomic profiling reveals CDK6 upregulation as a targetable resistance mechanism for lenalidomide in multiple myeloma
Acquired resistance to immunomodulatory drugs is common in multiple myeloma patients, but rarely attributed to genetic alterations. Here, proteomic, phosphoproteomic and RNA sequencing analysis in five paired pre-treatment and relapse samples reveals a CDK6-regulated protein resistance signature.
- Yuen Lam Dora Ng
- , Evelyn Ramberger
- & Jan Krönke
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Article
| Open AccessCPEB1 directs muscle stem cell activation by reprogramming the translational landscape
Skeletal muscle stem cells are actively maintained in quiescence, but can activate quickly upon extrinsic stimulation. Here the authors show that CPEB1 promotes muscle stem cell activation by reprogramming the translational landscape.
- Wenshu Zeng
- , Lu Yue
- & Tom H. Cheung
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Article
| Open AccessCotranslational N-degron masking by acetylation promotes proteome stability in plants
N-terminal protein acetylation is required for plant viability. Here the authors show that reducing N-terminal acetylation by NatA leads to an increase in global protein turnover that is facilitated by absent masking of a novel N-degron
- Eric Linster
- , Francy L. Forero Ruiz
- & Markus Wirtz
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Article
| Open AccessSM-Omics is an automated platform for high-throughput spatial multi-omics
The spatial organisation of cells and molecules plays a key role in tissue function. Here the authors report Spatial MultiOmics (SM-Omics) as a fully automated, high-throughput all-sequencing based platform for combined and spatially resolved transcriptomics and antibody-based protein measurements.
- S. Vickovic
- , B. Lötstedt
- & A. Regev
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Article
| Open AccessHuman transcription factor protein interaction networks
Transcription factors (TFs) interact with several other proteins in the process of transcriptional regulation. Here the authors identify 6703 and 1536 protein–protein interactions for 109 different human TFs through BioID and AP-MS analyses, respectively.
- Helka Göös
- , Matias Kinnunen
- & Markku Varjosalo
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Article
| Open AccessReceptor-interacting protein kinase 2 (RIPK2) stabilizes c-Myc and is a therapeutic target in prostate cancer metastasis
Distant metastasis is a major reason for mortality in patients with prostate cancer (PC). Here, the authors show that receptor-interacting protein kinase 2 (RIPK2) stabilizes c-Myc and its targeting impairs PC metastasis development.
- Yiwu Yan
- , Bo Zhou
- & Wei Yang
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Article
| Open AccessCoding and regulatory variants are associated with serum protein levels and disease
Finding the genetic basis of protein expression can elucidate the genetic mechanisms of disease. Here, the authors link low-frequency and common DNA sequence variants to thousands of serum proteins, finding genetic overlap between circulating proteins and a wide range of common diseases.
- Valur Emilsson
- , Valborg Gudmundsdottir
- & Vilmundur Gudnason
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Article
| Open AccessA genome-wide association study of serum proteins reveals shared loci with common diseases
Circulating proteins have been linked to many conditions, and understanding their genetic control can lead to understanding of disease. Here, the authors associate common genetic variants with protein levels, finding overlap of genetic associations with circulating proteins and complex disease.
- Alexander Gudjonsson
- , Valborg Gudmundsdottir
- & Vilmundur Gudnason
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Article
| Open AccessTissue-specific multi-omics analysis of atrial fibrillation
Numerous disease-associated variants have been described in GWAS for atrial fibrillation. Here the authors integrate omics data to investigate the consequences of genetic variants for transcript and protein levels in the atrium of the human heart. With this multi-omics approach, authors reveal the regulatory network underlying atrial fibrillation and provide a resource for cardiac gene prioritization.
- Ines Assum
- , Julia Krause
- & Matthias Heinig
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Comment
| Open AccessThe need for improved methodology in protein corona analysis
The protein corona is a key component controlling biological activity, that develops on foreign materials when introduced to biological environments. This comment discusses the risk of errors from poor methodology that can lead to misinterpretation and poor corona analysis which can impact diagnostic and clinical applications.
- Morteza Mahmoudi
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Article
| Open AccessStreamlined single-cell proteomics by an integrated microfluidic chip and data-independent acquisition mass spectrometry
Single-cell proteomics is an emerging approach to characterize cell-to-cell differences. Here, the authors develop chips that enable complete proteomic sample processing down to the single-cell level and integrate them with DIA-MS into a streamlined single-cell proteomics workflow.
- Sofani Tafesse Gebreyesus
- , Asad Ali Siyal
- & Hsiung-Lin Tu
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Article
| Open AccessA proximity biotinylation-based approach to identify protein-E3 ligase interactions induced by PROTACs and molecular glues
PROTACs and molecular glues target E3 ubiquitin ligases to substrate proteins. Here, the authors develop a proximity biotinylation-based method to identify drug-induced E3 ligase-substrate interactions, enabling the assessment of the target spectrum of PROTACs and molecular glues in cells.
- Satoshi Yamanaka
- , Yuto Horiuchi
- & Tatsuya Sawasaki
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Article
| Open AccessProximity labeling identifies a repertoire of site-specific R-loop modulators
R-loops are three-stranded nucleic acid structures that contribute to genome instability and accumulate in neurological diseases. Here the authors identify R-loop proximal factors, which are enriched for zinc finger and homeodomain proteins, including activity-dependent neuroprotective protein (ADNP). ADNP plays a role in R-loop resolution and loss-of-function leads to R-loop accumulation.
- Qingqing Yan
- , Phillip Wulfridge
- & Kavitha Sarma
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Article
| Open AccessLinking post-translational modifications and protein turnover by site-resolved protein turnover profiling
Post-translational modifications (PTMs) can regulate cellular protein function but their global impact on protein turnover is largely unknown. Here, the authors develop proteomic workflows to profile PTM-resolved protein turnover and analyze the effects of phosphorylation, acetylation and ubiquitination.
- Jana Zecha
- , Wassim Gabriel
- & Bernhard Kuster
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Article
| Open AccessTopographic mapping of the glioblastoma proteome reveals a triple-axis model of intra-tumoral heterogeneity
Gioblastoma tumours consist of different niches defined by histology. Here, the authors use proteomics and machine learning to assign protein expression programs to these niches, and reveal that KRAS and hypoxia are associated with drug resistance.
- K. H. Brian Lam
- , Alberto J. Leon
- & Phedias Diamandis
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Article
| Open AccessR-loop proximity proteomics identifies a role of DDX41 in transcription-associated genomic instability
Transcription can pose a threat to genomic instability through the formation of R-loops, which are RNA–DNA hybrids with a displaced non-template DNA strand. Here the authors mapped the R-loop proximal proteome in human cells and identified a role of the tumor suppressor DDX41 in opposing R-loop and double strand DNA break accumulation in gene promoters.
- Thorsten Mosler
- , Francesca Conte
- & Petra Beli
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Article
| Open AccessCritical Assessment of MetaProteome Investigation (CAMPI): a multi-laboratory comparison of established workflows
The authors present CAMPI, a large-scale multi-lab comparison of diverse metaproteomics workflows. CAMPI provides insights into the robustness of current methods, suggests further improvements to the field, and may pave the way for future community-driven metaproteomics projects.
- Tim Van Den Bossche
- , Benoit J. Kunath
- & Thilo Muth
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Article
| Open AccessSpatial-proteomics reveals phospho-signaling dynamics at subcellular resolution
Protein activity regulated by phosphorylation can result in subcellular relocation. Here, the authors present a high throughput spatial phosphoproteomics approach to profile six subcellular compartments, providing insights into EGFR and stress signalling dynamics.
- Ana Martinez-Val
- , Dorte B. Bekker-Jensen
- & Jesper V. Olsen
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Article
| Open AccessHigh-intensity training induces non-stoichiometric changes in the mitochondrial proteome of human skeletal muscle without reorganisation of respiratory chain content
Exercise training can be therapeutic but how mitochondria respond remains unclear. Here, the authors use multiple omics techniques to reveal a complex network of non-stoichiometric mitochondrial adaptations that are prioritized or deprioritised during different phases of exercise training.
- Cesare Granata
- , Nikeisha J. Caruana
- & David J. Bishop
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Article
| Open AccessLight-mediated discovery of surfaceome nanoscale organization and intercellular receptor interaction networks
The spatial organization of cell surface receptors is critical for cell signaling and drug action. Here, the authors develop an optoproteomic method for mapping surface protein interactions, revealing cellular responses to antibodies, drugs and viral particles as well as immunosynapse signaling events.
- Maik Müller
- , Fabienne Gräbnitz
- & Bernd Wollscheid
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Article
| Open AccessAn atlas of protein turnover rates in mouse tissues
Protein turnover underpins biology but is challenging to measure in vivo across the entire proteome. Here, the authors provide a comprehensive resource of protein turnover in mouse tissues and develop a visualization platform to analyze these data.
- Zach Rolfs
- , Brian L. Frey
- & Nathan V. Welham
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Article
| Open AccessLarge scale discovery of coronavirus-host factor protein interaction motifs reveals SARS-CoV-2 specific mechanisms and vulnerabilities
Many interactions between viral and host proteins are mediated by short peptide motifs. Here, using a phage-based viral peptide library, the authors identify 269 peptide-based interactions for 18 coronaviruses, including an interaction between SARS-CoV-2 N and G3BP1/2 that affects stress granules.
- Thomas Kruse
- , Caroline Benz
- & Ylva Ivarsson
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Article
| Open AccessProteogenomic discovery of neoantigens facilitates personalized multi-antigen targeted T cell immunotherapy for brain tumors
Targeting tumor-associated antigens in paediatric medulloblastomas (MB) is challenging due to their low mutational burden. Here, the authors develop a sensitive proteogenomic approach to identify tumour specific neoantigens, which may enable personalised T cell immunotherapy in paediatric MB.
- Samuel Rivero-Hinojosa
- , Melanie Grant
- & Brian R. Rood
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Article
| Open AccessDeepPhospho accelerates DIA phosphoproteome profiling through in silico library generation
The coverage and throughput of data-independent acquisition (DIA)-based phosphoproteomics is limited by its dependence on experimental spectral libraries. Here the authors develop a DIA workflow based on in silico spectral libraries generated by a novel deep neural network to expand phosphoproteome coverage.
- Ronghui Lou
- , Weizhen Liu
- & Wenqing Shui
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Article
| Open AccessIdentification of proximal SUMO-dependent interactors using SUMO-ID
Several proteomic approaches allow the analysis of covalent protein SUMOylation, but it remains challenging to systematically study the consequences of a substrate being modified. Here, the authors combine proximity biotinylation and protein-fragment complementation to identify SUMO-dependent protein interactors.
- Orhi Barroso-Gomila
- , Fredrik Trulsson
- & James D. Sutherland
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Article
| Open AccessMapping protein carboxymethylation sites provides insights into their role in proteostasis and cell proliferation
Accumulation of advanced glycation end products such as carboxymethyllysine (CML) has been associated with aging but their molecular roles are largely unclear. Here, the authors use proteomics to identify CML sites and show that CML formation affects protein homeostasis and cell proliferation.
- Simone Di Sanzo
- , Katrin Spengler
- & Regine Heller
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Article
| Open AccessAn integrative proteomics method identifies a regulator of translation during stem cell maintenance and differentiation
To characterize molecular changes during cell type transitions, the authors develop a method to simultaneously measure protein expression and thermal stability changes. They apply this approach to study differences between human pluripotent stem cells, their progenies, parental and allogeneic cells.
- Pierre Sabatier
- , Christian M. Beusch
- & Roman A. Zubarev
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Article
| Open AccessCompetitive binding and molecular crowding regulate the cytoplasmic interactome of non-viral polymeric gene delivery vectors
Factors controlling release of loaded cargo from polycationic gene delivery vectors are still poorly understood. Here, the authors report on a study of mechanisms of RNA release, highlighting the role of competitive binding, and characterise the interactome associated with vectors upon cytosolic entry.
- Aji Alex M. Raynold
- , Danyang Li
- & Julien E. Gautrot
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Article
| Open AccessMassively parallel interrogation of protein fragment secretability using SECRiFY reveals features influencing secretory system transit
The exact protein features that control passage through the eukaryotic secretory system remain largely unknown. Here the authors report SECRiFY which they use to evaluate the secretory potential of polypeptides on a proteome-wide scale in yeast, revealing a role for flexibility and intrinsic disorder.
- Morgane Boone
- , Pathmanaban Ramasamy
- & Nico Callewaert
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Article
| Open AccessHigh-throughput and high-efficiency sample preparation for single-cell proteomics using a nested nanowell chip
Single-cell proteomics is an emerging technology but protein coverage, throughput and quantitation accuracy are often still insufficient. Here, the authors develop a nested nanowell chip that improves protein recovery, throughput and robustness of isobaric labeling-based quantitative single-cell proteomics.
- Jongmin Woo
- , Sarah M. Williams
- & Ying Zhu
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Article
| Open AccessGproDIA enables data-independent acquisition glycoproteomics with comprehensive statistical control
Data independent acquisition (DIA) proteomics provides deep coverage and high quantitative accuracy, but is not yet well established in glycoproteomics. Here, the authors develop a DIA-based glycoproteomics workflow with stringent statistical controls to enable accurate glycopeptide identification.
- Yi Yang
- , Guoquan Yan
- & Liang Qiao
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Article
| Open AccessPhosphoproteome profiling uncovers a key role for CDKs in TNF signaling
Tumor necrosis factor (TNF) has various effects on phosphorylation-mediated cellular signaling. Combining phosphoproteomics, subcellular localization analyses and kinase inhibitor assays, the authors provide systems level insights into TNF signaling and identify modulators of TNF-induced cell death.
- Maria C. Tanzer
- , Isabell Bludau
- & Matthias Mann
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Article
| Open AccessPhotoactivatable ribonucleosides mark base-specific RNA-binding sites
RNA-protein interactions play critical roles in post-transcriptional gene regulation. Here the authors demonstrate pRBS-ID, an updated MS/MS-based method that combines the benefits of photoactivatable ribonucleosides and the chemical cleavage of RNA.
- Jong Woo Bae
- , Sangtae Kim
- & Jong-Seo Kim
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Article
| Open AccessStructural and functional consequences of NEDD8 phosphorylation
Both ubiquitin and NEDD8 can be phosphorylated, but the biological role of NEDD8 phosphorylation remains unclear. Here, the authors identify similarities and differences of ubiquitin and NEDD8 phosphorylation, showing that phosphorylated NEDD8 has a distinct interactome and regulates HSP70 proteins.
- Katrin Stuber
- , Tobias Schneider
- & Martin Scheffner
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Article
| Open AccessThe regulatory landscape of the human HPF1- and ARH3-dependent ADP-ribosylome
ADP-ribosylation is regulated by HPF1 and ARH3, but the cellular target spectrum of these enzymes is not fully understood. Here, the authors use quantitative proteomics to define the HPF1- and ARH3-dependent ADP-ribosylome, providing evidence that mono-ADP-ribosylation of serine predominates in cells.
- Ivo A. Hendriks
- , Sara C. Buch-Larsen
- & Michael L. Nielsen
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Perspective
| Open AccessA proteomics sample metadata representation for multiomics integration and big data analysis
The number of publicly available proteomics datasets is growing rapidly, but a standardized approach for describing the associated metadata is lacking. Here, the authors propose a format and a software pipeline to present and validate metadata, and integrate them into ProteomeXchange repositories.
- Chengxin Dai
- , Anja Füllgrabe
- & Yasset Perez-Riverol
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Article
| Open AccessChemical proteomic profiling reveals protein interactors of the alarmones diadenosine triphosphate and tetraphosphate
Diadenosine polyphosphates (ApAs) are involved in cellular stress signaling but only a few molecular targets have been characterized so far. Here, the authors develop ApnA-based photoaffinity-labeling probes and use them to identify Ap3A and Ap4A binding proteins in human cell lysates.
- Lena Krüger
- , Christoph J. Albrecht
- & Andreas Marx
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Comment
| Open AccessThe growing need for controlled data access models in clinical proteomics and metabolomics
More and more clinical studies include potentially sensitive human proteomics or metabolomics datasets, but bioinformatics resources for managing the access to these data are not yet available. This commentary discusses current best practices and future perspectives for the responsible handling of clinical proteomics and metabolomics data.
- Thomas M. Keane
- , Claire O’Donovan
- & Juan Antonio Vizcaíno
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Article
| Open AccessSpatiotemporal proteomic profiling of the pro-inflammatory response to lipopolysaccharide in the THP-1 human leukaemia cell line
“Protein relocalisation plays a major role in the innate immune response but remains incompletely characterised. Here, the authors combine temporal proteomics with LOPIT, a spatial proteomic workflow, in a fully Bayesian framework to elucidate spatiotemporal proteomic changes during the LPS-induced immune response in THP-1 cells.
- Claire M. Mulvey
- , Lisa M. Breckels
- & Kathryn S. Lilley
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Article
| Open AccessRing finger protein 213 assembles into a sensor for ISGylated proteins with antimicrobial activity
During microbial infection, proteins are modified by the ubiquitin-like protein ISG15. Here, the authors uncover RNF213 as a sensor for ISGylated proteins on the surface of lipid droplets, showing that RNF213 has antiviral properties but also directly targets intracellular bacteria in infected cells.
- Fabien Thery
- , Lia Martina
- & Francis Impens
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Article
| Open AccessSystems approaches identify the consequences of monosomy in somatic human cells
The mechanisms that allow cancer cells to survive with monosomies are poorly understood. Here the authors analyse p53-deficient monosomic cell lines using transcriptomics and proteomics, and find that impaired ribosome biogenesis and p53 downregulation are associated with sustained monosomies.
- Narendra Kumar Chunduri
- , Paul Menges
- & Zuzana Storchova
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Article
| Open AccessTime-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale
Combining improved sample preparation, data-independent acquisition mass spectrometry and deep learning, the authors develop a workflow for more robust and precise quantitative ubiquitinome profiling. They use this method to characterize targets of the deubiquitinase USP7 and effects of USP7 inhibitors.
- Martin Steger
- , Vadim Demichev
- & Henrik Daub