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1.
Front Immunol ; 14: 1223653, 2023.
Article in English | MEDLINE | ID: mdl-38077328

ABSTRACT

Rac GTPases are required for neutrophil adhesion and migration, and for the neutrophil effector responses that kill pathogens. These Rac-dependent functions are impaired when neutrophils lack the activators of Rac, Rac-GEFs from the Prex, Vav, and Dock families. In this study, we demonstrate that Tiam1 is also expressed in neutrophils, governing focal complexes, actin cytoskeletal dynamics, polarisation, and migration, in a manner depending on the integrin ligand to which the cells adhere. Tiam1 is dispensable for the generation of reactive oxygen species but mediates degranulation and NETs release in adherent neutrophils, as well as the killing of bacteria. In vivo, Tiam1 is required for neutrophil recruitment during aseptic peritonitis and for the clearance of Streptococcus pneumoniae during pulmonary infection. However, Tiam1 functions differently to other Rac-GEFs. Instead of promoting neutrophil adhesion to ICAM1 and stimulating ß2 integrin activity as could be expected, Tiam1 restricts these processes. In accordance with these paradoxical inhibitory roles, Tiam1 limits the fMLP-stimulated activation of Rac1 and Rac2 in adherent neutrophils, rather than activating Rac as expected. Tiam1 promotes the expression of several regulators of small GTPases and cytoskeletal dynamics, including αPix, Psd4, Rasa3, and Tiam2. It also controls the association of Rasa3, and potentially αPix, Git2, Psd4, and 14-3-3ζ/δ, with Rac. We propose these latter roles of Tiam1 underlie its effects on Rac and ß2 integrin activity and on cell responses. Hence, Tiam1 is a novel regulator of Rac-dependent neutrophil responses that functions differently to other known neutrophil Rac-GEFs.


Subject(s)
Integrins , Neutrophils , Humans , Neutrophils/metabolism , Integrins/metabolism , rac GTP-Binding Proteins/metabolism , 14-3-3 Proteins/metabolism , CD18 Antigens/metabolism
2.
Mol Cell ; 83(16): 2991-3009.e13, 2023 08 17.
Article in English | MEDLINE | ID: mdl-37567175

ABSTRACT

The PIP3/PI3K network is a central regulator of metabolism and is frequently activated in cancer, commonly by loss of the PIP3/PI(3,4)P2 phosphatase, PTEN. Despite huge research investment, the drivers of the PI3K network in normal tissues and how they adapt to overactivation are unclear. We find that in healthy mouse prostate PI3K activity is driven by RTK/IRS signaling and constrained by pathway feedback. In the absence of PTEN, the network is dramatically remodeled. A poorly understood YXXM- and PIP3/PI(3,4)P2-binding PH domain-containing adaptor, PLEKHS1, became the dominant activator and was required to sustain PIP3, AKT phosphorylation, and growth in PTEN-null prostate. This was because PLEKHS1 evaded pathway-feedback and experienced enhanced PI3K- and Src-family kinase-dependent phosphorylation of Y258XXM, eliciting PI3K activation. hPLEKHS1 mRNA and activating Y419 phosphorylation of hSrc correlated with PI3K pathway activity in human prostate cancers. We propose that in PTEN-null cells receptor-independent, Src-dependent tyrosine phosphorylation of PLEKHS1 creates positive feedback that escapes homeostasis, drives PIP3 signaling, and supports tumor progression.


Subject(s)
PTEN Phosphohydrolase , Prostatic Neoplasms , Animals , Humans , Male , Mice , Homeostasis , Phosphatidylinositol 3-Kinases/genetics , Phosphatidylinositol 3-Kinases/metabolism , Prostate/pathology , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Proto-Oncogene Proteins c-akt/genetics , Proto-Oncogene Proteins c-akt/metabolism , PTEN Phosphohydrolase/genetics , PTEN Phosphohydrolase/metabolism
3.
Nat Commun ; 13(1): 5432, 2022 09 16.
Article in English | MEDLINE | ID: mdl-36114205

ABSTRACT

Reprogramming of somatic cells into induced Pluripotent Stem Cells (iPSCs) is a major leap towards personalised approaches to disease modelling and cell-replacement therapies. However, we still lack the ability to fully control the epigenetic status of iPSCs, which is a major hurdle for their downstream applications. Epigenetic fidelity can be tracked by genomic imprinting, a phenomenon dependent on DNA methylation, which is frequently perturbed in iPSCs by yet unknown reasons. To try to understand the causes underlying these defects, we conducted a thorough imprinting analysis using IMPLICON, a high-throughput method measuring DNA methylation levels, in multiple female and male murine iPSC lines generated under different experimental conditions. Our results show that imprinting defects are remarkably common in iPSCs, but their nature depends on the sex of donor cells and their response to culture conditions. Imprints in female iPSCs resist the initial genome-wide DNA demethylation wave during reprogramming, but ultimately cells accumulate hypomethylation defects irrespective of culture medium formulations. In contrast, imprinting defects on male iPSCs depends on the experimental conditions and arise during reprogramming, being mitigated by the addition of vitamin C (VitC). Our findings are fundamental to further optimise reprogramming strategies and generate iPSCs with a stable epigenome.


Subject(s)
Induced Pluripotent Stem Cells , Animals , Ascorbic Acid/metabolism , DNA Methylation , Female , Genome , Genomic Imprinting , Induced Pluripotent Stem Cells/metabolism , Male , Mice
4.
Front Immunol ; 13: 888415, 2022.
Article in English | MEDLINE | ID: mdl-36090969

ABSTRACT

Host defense against bacterial and fungal infections diminishes with age. In humans, impaired neutrophil responses are thought to contribute to this decline. However, it remains unclear whether neutrophil responses are also impaired in old mice. Here, we investigated neutrophil function in old mice, focusing on responses primed by lipopolysaccharide (LPS), an endotoxin released by gram-negative bacteria like E. coli, which signals through toll-like receptor (TLR) 4. We show that old mice have a reduced capacity to clear pathogenic E. coli during septic peritonitis. Neutrophil recruitment was elevated during LPS-induced but not aseptic peritonitis. Neutrophils from old mice showed reduced killing of E. coli. Their reactive oxygen species (ROS) production was impaired upon priming with LPS but not with GM-CSF/TNFα. Phagocytosis and degranulation were reduced in a partially LPS-dependent manner, whereas impairment of NET release in response to S. aureus was independent of LPS. Unexpectedly, chemotaxis was normal, as were Rac1 and Rac2 GTPase activities. LPS-primed activation of Erk and p38 Mapk was defective. PIP3 production was reduced upon priming with LPS but not with GM-CSF/TNFα, whereas PIP2 levels were constitutively low. The expression of 5% of neutrophil proteins was dysregulated in old age. Granule proteins, particularly cathepsins and serpins, as well as TLR-pathway proteins and membrane receptors were upregulated, whereas chromatin and RNA regulators were downregulated. The upregulation of CD180 and downregulation of MyD88 likely contribute to the impaired LPS signaling. In summary, all major neutrophil responses except chemotaxis decline with age in mice, particularly upon LPS priming. This LPS/TLR4 pathway dependence resolves previous controversy regarding effects of age on murine neutrophils and confirms that mice are an appropriate model for the decline in human neutrophil function.


Subject(s)
Bacterial Infections , Peritonitis , Animals , Bacterial Infections/metabolism , Escherichia coli/metabolism , Granulocyte-Macrophage Colony-Stimulating Factor/metabolism , Humans , Lipopolysaccharides/pharmacology , Mice , Neutrophils/metabolism , Peritonitis/metabolism , Staphylococcus aureus/metabolism , Toll-Like Receptor 4/metabolism , Toll-Like Receptors/metabolism , Tumor Necrosis Factor-alpha/metabolism
5.
Anal Chem ; 94(29): 10320-10328, 2022 07 26.
Article in English | MEDLINE | ID: mdl-35848328

ABSTRACT

Complete, reproducible extraction of protein material is essential for comprehensive and unbiased proteome analyses. A current gold standard is single-pot, solid-phase-enhanced sample preparation (SP3), in which organic solvent and magnetic beads are used to denature and capture protein aggregates, with subsequent washes removing contaminants. However, SP3 is dependent on effective protein immobilization onto beads, risks losses during wash steps, and exhibits losses and greater costs at higher protein inputs. Here, we propose solvent precipitation SP3 (SP4) as an alternative to SP3 protein cleanup, capturing acetonitrile-induced protein aggregates by brief centrifugation rather than magnetism─with optional low-cost inert glass beads to simplify handling. SP4 recovered equivalent or greater protein yields for 1-5000 µg preparations and improved reproducibility (median protein R2 0.99 (SP4) vs 0.97 (SP3)). Deep proteome profiling revealed that SP4 yielded a greater recovery of low-solubility and transmembrane proteins than SP3, benefits to aggregating protein using 80 vs 50% organic solvent, and equivalent recovery by SP4 and S-Trap. SP4 was verified in three other labs across eight sample types and five lysis buffers─all confirming equivalent or improved proteome characterization vs SP3. With near-identical recovery, this work further illustrates protein precipitation as the primary mechanism of SP3 protein cleanup and identifies that magnetic capture risks losses, especially at higher protein concentrations and among more hydrophobic proteins. SP4 offers a minimalistic approach to protein cleanup that provides cost-effective input scalability, the option to omit beads entirely, and suggests important considerations for SP3 applications─all while retaining the speed and compatibility of SP3.


Subject(s)
Proteome , Proteomics , Magnetic Phenomena , Protein Aggregates , Proteome/analysis , Reproducibility of Results , Solvents
6.
Z Med Phys ; 32(1): 52-62, 2022 Feb.
Article in English | MEDLINE | ID: mdl-32830006

ABSTRACT

We present the commissioning and quality assurance of our clinical protocol for respiratory gating in pencil beam scanning proton therapy for cancer patients with moving targets. In a novel approach, optical tracking has been integrated in the therapy workflow and used to monitor respiratory motion from multiple surrogates, applied on the patients' chest. The gating system was tested under a variety of experimental conditions, specific to proton therapy, to evaluate reaction time and reproducibility of dose delivery control. The system proved to be precise in the application of beam gating and allowed the mitigation of dose distortions even for large (1.4cm) motion amplitudes, provided that adequate treatment windows were selected. The total delivered dose was not affected by the use of gating, with measured integral error within 0.15cGy. Analysing high-resolution images of proton transmission, we observed negligible discrepancies in the geometric location of the dose as a function of the treatment window, with gamma pass rate greater than 95% (2%/2mm) compared to stationary conditions. Similarly, pass rate for the latter metric at the 3%/3mm level was observed above 97% for clinical treatment fields, limiting residual movement to 3mm at end-exhale. These results were confirmed in realistic clinical conditions using an anthropomorphic breathing phantom, reporting a similarly high 3%/3mm pass rate, above 98% and 94%, for regular and irregular breathing, respectively. Finally, early results from periodic QA tests of the optical tracker have shown a reliable system, with small variance observed in static and dynamic measurements.


Subject(s)
Proton Therapy , Humans , Phantoms, Imaging , Proton Therapy/methods , Protons , Radiotherapy Planning, Computer-Assisted , Reproducibility of Results , Respiration
7.
Mol Cell ; 81(9): 2031-2040.e8, 2021 05 06.
Article in English | MEDLINE | ID: mdl-33909989

ABSTRACT

Autophagy is a fundamental catabolic process that uses a unique post-translational modification, the conjugation of ATG8 protein to phosphatidylethanolamine (PE). ATG8 lipidation also occurs during non-canonical autophagy, a parallel pathway involving conjugation of ATG8 to single membranes (CASM) at endolysosomal compartments, with key functions in immunity, vision, and neurobiology. It is widely assumed that CASM involves the same conjugation of ATG8 to PE, but this has not been formally tested. Here, we discover that all ATG8s can also undergo alternative lipidation to phosphatidylserine (PS) during CASM, induced pharmacologically, by LC3-associated phagocytosis or influenza A virus infection, in mammalian cells. Importantly, ATG8-PS and ATG8-PE adducts are differentially delipidated by the ATG4 family and bear different cellular dynamics, indicating significant molecular distinctions. These results provide important insights into autophagy signaling, revealing an alternative form of the hallmark ATG8 lipidation event. Furthermore, ATG8-PS provides a specific "molecular signature" for the non-canonical autophagy pathway.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Autophagosomes/metabolism , Autophagy-Related Protein 8 Family/metabolism , Autophagy , Microtubule-Associated Proteins/metabolism , Phosphatidylserines/metabolism , Protein Processing, Post-Translational , Adaptor Proteins, Signal Transducing/genetics , Animals , Autophagosomes/drug effects , Autophagosomes/genetics , Autophagosomes/pathology , Autophagy-Related Protein 8 Family/genetics , Autophagy-Related Proteins/genetics , Autophagy-Related Proteins/metabolism , Cysteine Endopeptidases/genetics , Cysteine Endopeptidases/metabolism , Female , HCT116 Cells , HEK293 Cells , HeLa Cells , Humans , Influenza A virus/pathogenicity , Macrolides/pharmacology , Male , Mice , Microtubule-Associated Proteins/genetics , Monensin/pharmacology , Phagocytosis , Phosphatidylethanolamines/metabolism , RAW 264.7 Cells , Signal Transduction
8.
Front Immunol ; 12: 631271, 2021.
Article in English | MEDLINE | ID: mdl-33763075

ABSTRACT

Phosphoinositide 3-kinases (PI3Ks) play a central role in adaptive immunity by transducing signals from the T cell antigen receptor (TCR) via production of PIP3. PI3Kδ is a heterodimer composed of a p110δ catalytic subunit associated with a p85α or p85ß regulatory subunit and is preferentially engaged by the TCR upon T cell activation. The molecular mechanisms leading to PI3Kδ recruitment and activation at the TCR signalosome remain unclear. In this study, we have used quantitative mass spectrometry, biochemical approaches and CRISPR-Cas9 gene editing to uncover the p110δ interactome in primary CD4+ T cells. Moreover, we have determined how the PI3Kδ interactome changes upon the differentiation of small naïve T cells into T cell blasts expanded in the presence of IL-2. Our interactomic analyses identified multiple constitutive and inducible PI3Kδ-interacting proteins, some of which were common to naïve and previously-activated T cells. Our data reveals that PI3Kδ rapidly interacts with as many as seven adaptor proteins upon TCR engagement, including the Gab-family proteins, GAB2 and GAB3, a CD5-CBL signalosome and the transmembrane proteins ICOS and TRIM. Our results also suggest that PI3Kδ pre-forms complexes with the adaptors SH3KBP1 and CRKL in resting cells that could facilitate the localization and activation of p110δ at the plasma membrane by forming ternary complexes during early TCR signalling. Furthermore, we identify interactions that were not previously known to occur in CD4+ T cells, involving BCAP, GAB3, IQGAP3 and JAML. We used CRISPR-Cas9-mediated gene knockout in primary T cells to confirm that BCAP is a positive regulator of PI3K-AKT signalling in CD4+ T cell blasts. Overall, our results provide evidence for a large protein network that regulates the recruitment and activation of PI3Kδ in T cells. Finally, this work shows how the PI3Kδ interactome is remodeled as CD4+ T cells differentiate from naïve T cells to activated T cell blasts. These activated T cells upregulate additional PI3Kδ adaptor proteins, including BCAP, GAB2, IQGAP3 and ICOS. This rewiring of TCR-PI3K signalling that occurs upon T cell differentiation may serve to reduce the threshold of activation and diversify the inputs for the PI3K pathway in effector T cells.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Cell Differentiation/immunology , Class I Phosphatidylinositol 3-Kinases/genetics , Class I Phosphatidylinositol 3-Kinases/immunology , Multiprotein Complexes/biosynthesis , Multiprotein Complexes/immunology , Receptors, Antigen, T-Cell/immunology , Animals , CD4-Positive T-Lymphocytes/classification , CD4-Positive T-Lymphocytes/drug effects , CRISPR-Cas Systems , Gene Editing , Gene Knockout Techniques , Interleukin-2/pharmacology , Lymphocyte Activation/immunology , Mice , Mice, Inbred C57BL , Receptors, Antigen, T-Cell/genetics , Signal Transduction , Specific Pathogen-Free Organisms
9.
Sci Signal ; 13(656)2020 11 03.
Article in English | MEDLINE | ID: mdl-33144519

ABSTRACT

The PI3Kγ isoform is activated by Gi-coupled GPCRs in myeloid cells, but the extent to which the two endogenous complexes of PI3Kγ, p101/p110γ and p84/p110γ, receive direct regulation through Gßγ or indirect regulation through RAS and the sufficiency of those inputs is controversial or unclear. We generated mice with point mutations that prevent Gßγ binding to p110γ (RK552DD) or to p101 (VVKR777AAAA) and investigated the effects of these mutations in primary neutrophils and in mouse models of neutrophilic inflammation. Loss of Gßγ binding to p110γ substantially reduced the activation of both p101/p110γ and p84/p110γ in neutrophils by various GPCR agonists. Loss of Gßγ binding to p101 caused more variable effects, depending on both the agonist and cellular response, with the biggest reductions seen in PIP3 production by primary neutrophils in response to LTB4 and MIP-2 and in the migration of neutrophils during thioglycolate-induced peritonitis or MIP2-induced ear pouch inflammation. We also observed that p101VVKR777AAAA neutrophils showed enhanced p84-dependent ROS responses to fMLP and C5a, suggesting that competition may exist between p101/p110γ and p84/p110γ for Gßγ subunits downstream of GPCR activation. GPCRs did not activate p110γ in neutrophils from mice lacking both the p101 and p84 regulatory subunits, indicating that RAS binding to p110γ is insufficient to support GPCR activation in this cell type. These findings define a direct role for Gßγ subunits in activating both of the endogenous PI3Kγ complexes and indicate that the regulatory PI3Kγ subunit biases activation toward different GPCRs.


Subject(s)
Class Ib Phosphatidylinositol 3-Kinase/metabolism , GTP-Binding Protein beta Subunits/metabolism , GTP-Binding Protein gamma Subunits/metabolism , Multienzyme Complexes/metabolism , Neutrophils/enzymology , Signal Transduction , Animals , Class Ib Phosphatidylinositol 3-Kinase/genetics , GTP-Binding Protein beta Subunits/genetics , GTP-Binding Protein gamma Subunits/genetics , Mice , Mice, Knockout , Multienzyme Complexes/genetics
10.
Nat Commun ; 11(1): 3671, 2020 07 22.
Article in English | MEDLINE | ID: mdl-32699299

ABSTRACT

Epigenetic reprogramming is a cancer hallmark, but how it unfolds during early neoplastic events and its role in carcinogenesis and cancer progression is not fully understood. Here we show that resetting from primed to naïve human pluripotency results in acquisition of a DNA methylation landscape mirroring the cancer DNA methylome, with gradual hypermethylation of bivalent developmental genes. We identify a dichotomy between bivalent genes that do and do not become hypermethylated, which is also mirrored in cancer. We find that loss of H3K4me3 at bivalent regions is associated with gain of methylation. Additionally, we observe that promoter CpG island hypermethylation is not restricted solely to emerging naïve cells, suggesting that it is a feature of a heterogeneous intermediate population during resetting. These results indicate that transition to naïve pluripotency and oncogenic transformation share common epigenetic trajectories, which implicates reprogramming and the pluripotency network as a central hub in cancer formation.


Subject(s)
Cell Transformation, Neoplastic/genetics , Cellular Reprogramming , DNA Methylation , Epigenesis, Genetic , Neoplasms/genetics , Animals , Cell Line , Coculture Techniques , CpG Islands/genetics , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA (Cytosine-5-)-Methyltransferases/metabolism , DNA Methyltransferase 3A , Fibroblasts , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , HEK293 Cells , Histones/genetics , Histones/metabolism , Human Embryonic Stem Cells , Humans , Mice , Mixed Function Oxygenases/genetics , Mixed Function Oxygenases/metabolism , Promoter Regions, Genetic/genetics , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , RNA, Small Interfering/metabolism
11.
Stem Cell Reports ; 14(5): 972-988, 2020 05 12.
Article in English | MEDLINE | ID: mdl-32302559

ABSTRACT

Naive and primed human pluripotent stem cells (hPSC) provide valuable models to study cellular and molecular developmental processes. The lack of detailed information about cell-surface protein expression in these two pluripotent cell types prevents an understanding of how the cells communicate and interact with their microenvironments. Here, we used plasma membrane profiling to directly measure cell-surface protein expression in naive and primed hPSC. This unbiased approach quantified over 1,700 plasma membrane proteins, including those involved in cell adhesion, signaling, and cell interactions. Notably, multiple cytokine receptors upstream of JAK-STAT signaling were more abundant in naive hPSC. In addition, functional experiments showed that FOLR1 and SUSD2 proteins are highly expressed at the cell surface in naive hPSC but are not required to establish human naive pluripotency. This study provides a comprehensive stem cell proteomic resource that uncovers differences in signaling pathway activity and has identified new markers to define human pluripotent states.


Subject(s)
Cell Adhesion , Cell Membrane/metabolism , Induced Pluripotent Stem Cells/metabolism , Proteome/genetics , Signal Transduction , Cell Adhesion Molecules/genetics , Cell Adhesion Molecules/metabolism , Cell Line , Folate Receptor 1/genetics , Folate Receptor 1/metabolism , Humans , Membrane Glycoproteins/genetics , Membrane Glycoproteins/metabolism , Proteome/metabolism , Receptors, Cytokine/genetics , Receptors, Cytokine/metabolism
12.
Nat Commun ; 11(1): 1383, 2020 03 13.
Article in English | MEDLINE | ID: mdl-32170057

ABSTRACT

The dual protein kinase-transcription factor, ERK5, is an emerging drug target in cancer and inflammation, and small-molecule ERK5 kinase inhibitors have been developed. However, selective ERK5 kinase inhibitors fail to recapitulate ERK5 genetic ablation phenotypes, suggesting kinase-independent functions for ERK5. Here we show that ERK5 kinase inhibitors cause paradoxical activation of ERK5 transcriptional activity mediated through its unique C-terminal transcriptional activation domain (TAD). Using the ERK5 kinase inhibitor, Compound 26 (ERK5-IN-1), as a paradigm, we have developed kinase-active, drug-resistant mutants of ERK5. With these mutants, we show that induction of ERK5 transcriptional activity requires direct binding of the inhibitor to the kinase domain. This in turn promotes conformational changes in the kinase domain that result in nuclear translocation of ERK5 and stimulation of gene transcription. This shows that both the ERK5 kinase and TAD must be considered when assessing the role of ERK5 and the effectiveness of anti-ERK5 therapeutics.


Subject(s)
Mitogen-Activated Protein Kinase 7/metabolism , Protein Kinase Inhibitors/metabolism , Transcription Factors/metabolism , Gene Expression Regulation , HEK293 Cells , HeLa Cells , Humans , Inflammation/metabolism , Mitogen-Activated Protein Kinase 7/genetics , Models, Molecular , Mutation , Protein Conformation , Protein Domains , Protein Kinase Inhibitors/pharmacology , Transcription, Genetic
13.
Br J Radiol ; 93(1107): 20190919, 2020 Mar.
Article in English | MEDLINE | ID: mdl-32003576

ABSTRACT

OBJECTIVE: Monte Carlo (MC) simulations substantially improve the accuracy of predicted doses. This study aims to determine and quantify the uncertainties of setting up such a MC system. METHODS: Doses simulated with two Geant4-based MC calculation codes, but independently tuned to the same beam data, have been compared. Different methods of MC modelling of a pre-absorber have been employed, either modifying the beam source parameters (descriptive) or adding the pre-absorber as a physical component (physical). RESULTS: After the independent beam modelling of both systems in water (resulting in excellent range agreement) range differences of up to 3.6/4.8 mm (1.5% of total range) in bone/brain-like tissues were found, which resulted from the use of different mean water ionisation potentials during the energy tuning process. When repeating using a common definition of water, ranges in bone/brain agreed within 0.1 mm and gamma-analysis (global 1%,1mm) showed excellent agreement (>93%) for all patient fields. However, due to a lack of modelling of proton fluence loss in the descriptive pre-absorber, differences of 7% in absolute dose between the pre-absorber definitions were found. CONCLUSION: This study quantifies the influence of using different water ionisation potentials during the MC beam modelling process. Furthermore, when using a descriptive pre-absorber model, additional Faraday cup or ionisation chamber measurements with pre-absorber are necessary. ADVANCES IN KNOWLEDGE: This is the first study quantifying the uncertainties caused by the MC beam modelling process for proton pencil beam scanning, and a more detailed beam modelling process for MC simulations is proposed to minimise the influence of critical parameters.


Subject(s)
Monte Carlo Method , Proton Therapy/methods , Uncertainty , Absorption, Radiation , Air , Bone and Bones/radiation effects , Brain/radiation effects , Humans , Radiation Dose Hypofractionation , Radiotherapy Dosage , Reproducibility of Results , Water
14.
Mol Cell ; 77(2): 228-240.e7, 2020 01 16.
Article in English | MEDLINE | ID: mdl-31733992

ABSTRACT

Since nuclear envelope breakdown occurs during mitosis in metazoan cells, it has been proposed that macroautophagy must be inhibited to maintain genome integrity. However, repression of macroautophagy during mitosis remains controversial and mechanistic detail limited to the suggestion that CDK1 phosphorylates VPS34. Here, we show that initiation of macroautophagy, measured by the translocation of the ULK complex to autophagic puncta, is repressed during mitosis, even when mTORC1 is inhibited. Indeed, mTORC1 is inactive during mitosis, reflecting its failure to localize to lysosomes due to CDK1-dependent RAPTOR phosphorylation. While mTORC1 normally represses autophagy via phosphorylation of ULK1, ATG13, ATG14, and TFEB, we show that the mitotic phosphorylation of these autophagy regulators, including at known repressive sites, is dependent on CDK1 but independent of mTOR. Thus, CDK1 substitutes for inhibited mTORC1 as the master regulator of macroautophagy during mitosis, uncoupling autophagy regulation from nutrient status to ensure repression of macroautophagy during mitosis.


Subject(s)
Autophagy/physiology , CDC2 Protein Kinase/metabolism , Mechanistic Target of Rapamycin Complex 1/metabolism , Mitosis/physiology , A549 Cells , Cell Line , Cell Line, Tumor , Female , HCT116 Cells , HEK293 Cells , HT29 Cells , HeLa Cells , Humans , Lysosomes/metabolism , Male , Phosphorylation/physiology , Signal Transduction/physiology
15.
Nat Commun ; 10(1): 2030, 2019 05 02.
Article in English | MEDLINE | ID: mdl-31048689

ABSTRACT

Acquired resistance to MEK1/2 inhibitors (MEKi) arises through amplification of BRAFV600E or KRASG13D to reinstate ERK1/2 signalling. Here we show that BRAFV600E amplification and MEKi resistance are reversible following drug withdrawal. Cells with BRAFV600E amplification are addicted to MEKi to maintain a precise level of ERK1/2 signalling that is optimal for cell proliferation and survival, and tumour growth in vivo. Robust ERK1/2 activation following MEKi withdrawal drives a p57KIP2-dependent G1 cell cycle arrest and senescence or expression of NOXA and cell death, selecting against those cells with amplified BRAFV600E. p57KIP2 expression is required for loss of BRAFV600E amplification and reversal of MEKi resistance. Thus, BRAFV600E amplification confers a selective disadvantage during drug withdrawal, validating intermittent dosing to forestall resistance. In contrast, resistance driven by KRASG13D amplification is not reversible; rather ERK1/2 hyperactivation drives ZEB1-dependent epithelial-to-mesenchymal transition and chemoresistance, arguing strongly against the use of drug holidays in cases of KRASG13D amplification.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Resistance, Neoplasm/genetics , Neoplasms/drug therapy , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Antineoplastic Agents/therapeutic use , Apoptosis/drug effects , Apoptosis/genetics , Benzimidazoles/pharmacology , Benzimidazoles/therapeutic use , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Epithelial-Mesenchymal Transition/drug effects , Epithelial-Mesenchymal Transition/genetics , Female , Gene Amplification/drug effects , Gene Expression Regulation, Neoplastic/drug effects , Humans , MAP Kinase Kinase 1/antagonists & inhibitors , MAP Kinase Kinase 2/antagonists & inhibitors , MAP Kinase Signaling System/drug effects , MAP Kinase Signaling System/genetics , Male , Mitogen-Activated Protein Kinase 1/metabolism , Mitogen-Activated Protein Kinase 3/metabolism , Neoplasms/genetics , Protein Kinase Inhibitors/therapeutic use , Withholding Treatment , Zinc Finger E-box-Binding Homeobox 1/metabolism
16.
Genome Biol ; 20(1): 43, 2019 02 22.
Article in English | MEDLINE | ID: mdl-30795792

ABSTRACT

Following publication of the original article [1], it was reported that the incorrect "Additional file 3" was published. The correct additional file is given below.

17.
Phys Med Biol ; 64(6): 065021, 2019 03 18.
Article in English | MEDLINE | ID: mdl-30641496

ABSTRACT

For pencil beam scanned (PBS) proton therapy, analytical dose calculation engines are still typically used for the optimisation process, and often for the final evaluation of the plan. Recently however, the suitability of analytical calculations for planning PBS treatments has been questioned. Conceptually, the two main approaches for these analytical dose calculations are the ray-casting (RC) and the pencil-beam (PB) method. In this study, we compare dose distributions and dosimetric indices, calculated on both the clinical dose calculation grid and as a function of dose grid resolution, to Monte Carlo (MC) calculations. The analysis is done using a comprehensive set of clinical plans which represent a wide choice of treatment sites. When analysing dose difference histograms for relative treatment plans, pencil beam calculations with double grid resolution perform best, with on average 97.7%/91.9% (RC), 97.9%/92.7% (RC, double grid resolution), 97.6%/91.0% (PB) and 98.6%/94.0% (PB, double grid resolution) of voxels agreeing within ±5%/± 3% between the analytical and the MC calculations. Even though these point-to-point dose comparison shows differences between analytical and MC calculations, for all algorithms, clinically relevant dosimetric indices agree within ±4% for the PTV and within ±5% for critical organs. While the clinical agreement depends on the treatment site, there is no substantial difference of indices between the different algorithms. The pencil-beam approach however comes at a higher computational cost than the ray-casting calculation. In conclusion, we would recommend using the ray-casting algorithm for fast dose optimization and subsequently combine it with one MC calculation to scale the absolute dose and assure the quality of the treatment plan.


Subject(s)
Algorithms , Monte Carlo Method , Neoplasms/radiotherapy , Phantoms, Imaging , Proton Therapy/methods , Radiotherapy Planning, Computer-Assisted/methods , Humans , Organs at Risk/radiation effects , Radiotherapy Dosage
18.
Phys Med Biol ; 64(3): 035014, 2019 01 29.
Article in English | MEDLINE | ID: mdl-30540984

ABSTRACT

Patient specific quality assurance is crucial to guarantee safety in proton pencil beam scanning. In current clinical practice, this requires extensive, time consuming measurements. Additionally, these measurements do not consider the influence of density heterogeneities in the patient and are insensitive to delivery errors. In this work, we investigate the use of log file based Monte Carlo calculations for dose reconstructions in the patient CT, which takes the combined influence of calculational and delivery errors into account. For one example field, 87%/90% of the voxels agree within ±3% when taking either calculational or delivery uncertainties into account (analytical versus Monte Carlo calculation/Monte Carlo from planned versus Monte Carlo from log file). 78% agree when considering both uncertainties simultaneously (nominal field versus Monte Carlo from log files). We then show the application of the log file based Monte Carlo calculations as a patient specific quality assurance tool for a set of five patients (16 fields) treated for different indications. For all fields, absolute dose scaling factors based on the log file Monte Carlo agree within ±3% to the measurement based absolute dose scaling. Relative comparison shows that more than 90% of the voxels agree within ± 5% between the analytical calculated plan and the Monte Carlo based on log files. The log file based Monte Carlo approach is an end-to-end test incorporating all requirements of patient specific quality assurance. It has the potential to reduce the workload and therefore to increase the patient throughput, while simultaneously enabling more accurate dose verification directly in the patient geometry.


Subject(s)
Monte Carlo Method , Proton Therapy , Radiotherapy Planning, Computer-Assisted/methods , Humans , Phantoms, Imaging , Radiotherapy Dosage , Tomography, X-Ray Computed
19.
Phys Med Biol ; 64(1): 015002, 2018 12 20.
Article in English | MEDLINE | ID: mdl-30523928

ABSTRACT

In proton therapy, the lateral fall-off is often used to spare critical organs. It is therefore crucial to improve the penumbra for proton pencil beam scanning. However, previous work has shown that collimation may not be necessary for depths of >15 cm in water. As such, in this work we investigate the effectiveness of a thin multi leaf collimator (just thick enough to completely stop protons with ranges of <15 cm in water) for energy layer specific collimation in patient geometries, when applied in combination with both grid and contour scanned PBS proton therapy. For this, an analytical model of collimated beam shapes, based solely on data available in the treatment planning system, has been included in the optimization, with the resulting optimised plans then being recalculated using Monte Carlo in order to most accurately simulate the full physics effects of the collimator. For grid based scanning, energy specific collimation has been found to reduce the V30 outside the PTV by 19.8% for an example patient when compared to the same pencil beam placement without collimation. V30 could be even reduced by a further 5.6% when combining collimation and contour scanning. In addition, mixed plans, consisting of contour scanning for deep fields (max range >15 cm WER) and collimated contour scanning for superficial fields (<15 cm), have been created for four patients, by which V30 could be reduced by 0.8% to 8.0% and the mean dose to the brain stem by 1.5% to 3.3%. Target dose homogeneity however is not substantially different when compared to the best un-collimated scenario. In conclusion, we demonstrate the potential advantages of a thin, multi leaf collimator in combination with contour scanning for energy layer specific collimation in PBS proton therapy.


Subject(s)
Proton Therapy/methods , Radiotherapy Planning, Computer-Assisted/methods , Humans , Monte Carlo Method , Phantoms, Imaging , Proton Therapy/instrumentation , Radiotherapy Dosage
20.
Phys Med Biol ; 63(20): 208001, 2018 10 17.
Article in English | MEDLINE | ID: mdl-30207982

ABSTRACT

We read with interest the study by Bäumer et al (2018 Phys. Med. Biol. 63 085020), in particular that their conclusions are in contrast to those of our earlier paper (Winterhalter et al 2018 Phys. Med. Biol. 63 025022), namely that positioning the collimating aperture downstream of the range shifter leads to a superior penumbra. In contrast, we found sharper penumbras for the PSI scanning Gantry when the aperture is positioned upstream of the range shifter. We have run additional Monte Carlo simulations with components derived from the paper of Bäumer et al (2018 Phys. Med. Biol. 63 085020), but without modifying the beam description. As such, we obtain a relative penumbra reduction of 13% if the aperture is positioned downstream of the ranges shifter, which lies well within the measured/calculated penumbra reductions of Bäumer et al (2018 Phys. Med. Biol. 63 085020) of 17%/11%. The conclusions of Bäumer et al (2018 Phys. Med. Biol. 63 085020) and our previous work are therefore complementary, given the differences in the thicknesses of the beam modifying devices used in the two works. In addition, our analysis implies that initial beam characteristics are less important in determining the best order of components.


Subject(s)
Radioactivity , Monte Carlo Method , Protons , Radionuclide Imaging
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