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1.
Ann Med ; 56(1): 2358183, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38813808

ABSTRACT

INTRODUCTION: Real-world data on tofacitinib's effectiveness is limited and mainly retrospective or registry-based. We elected to conduct a pragmatic prospective study to assess the efficacy of tofacitinib for moderate to severe ulcerative colitis (UC), aiming to evaluate the ability of intestinal ultrasound (IUS) to discriminate responders vs. non-responders in real-time. METHODS: This pragmatic prospective clinical study included consecutive adult patients starting tofacitinib treatment for active moderate to severe UC. Patients were evaluated at baseline and after 8 weeks of tofacitinib (clinical, biomarker, endoscopy, and IUS). The primary outcome was clinical response defined by a decrease in the full Mayo score (fMS) of ≥3 at week 8. Next, we explored ultrasonographic parameters in the sigmoid colon as potential real-time classifiers to differentiate between responders and non-responders at week 8. RESULTS: Overall, 30 adult patients started tofacitinib; the median age was 26.3 years (IQR 22.5-39.8), and 50% were female. Most patients (86.6%) had left-sided or extensive colitis, 96.7% had previously failed biologic therapy, and 60% (18/30) were on oral corticosteroids at the start of tofacitinib. At week 8, clinical response (a decrease in the fMS ≥ 3) and remission (fMS ≤ 2) rates were 40% (12/30) and 20% (6/30), respectively. Biomarker response (FC < 250µg/g) and biomarker normalization (FC ≤ 100µg/g) were achieved in 47.6% (10/21) and 38.1% (8/21) of patients, respectively. Endoscopic healing (endoscopic Mayo sub-score [EMS] ≤ 1) was achieved in 33.3% (10/30) of patients. Sigmoid bowel wall normalization as assessed by IUS (sBWT ≤ 3) was achieved in 18.2% (4/22). The best sBWT cut-off at week 8 to accurately classify endoscopic healing vs. no healing was a sBWT of 3.6 mm (AUC of 0.952 [95% CI: 0.868-1.036], p < 0.001). CONCLUSION: In this real-world pragmatic prospective study, tofacitinib was an effective treatment for moderate to severe UC, and IUS at week 8 accurately discriminated treatment response from non-response.


Subject(s)
Colitis, Ulcerative , Piperidines , Pyrimidines , Ultrasonography , Humans , Piperidines/therapeutic use , Piperidines/administration & dosage , Colitis, Ulcerative/drug therapy , Colitis, Ulcerative/diagnostic imaging , Colitis, Ulcerative/diagnosis , Female , Male , Pyrimidines/therapeutic use , Prospective Studies , Adult , Treatment Outcome , Young Adult , Severity of Illness Index , Protein Kinase Inhibitors/therapeutic use , Protein Kinase Inhibitors/administration & dosage
2.
Development ; 150(11)2023 06 01.
Article in English | MEDLINE | ID: mdl-37260146

ABSTRACT

The cell cycle depends on a sequence of steps that are triggered and terminated via the synthesis and degradation of phase-specific transcripts and proteins. Although much is known about how stage-specific transcription is activated, less is understood about how inappropriate gene expression is suppressed. Here, we demonstrate that Groucho, the Drosophila orthologue of TLE1 and other related human transcriptional corepressors, regulates normal cell cycle progression in vivo. We show that, although Groucho is expressed throughout the cell cycle, its activity is selectively inactivated by phosphorylation, except in S phase when it negatively regulates E2F1. Constitutive Groucho activity, as well as its depletion and the consequent derepression of e2f1, cause cell cycle phenotypes. Our results suggest that Cdk1 contributes to phase-specific phosphorylation of Groucho in vivo. We propose that Groucho and its orthologues play a role in the metazoan cell cycle that may explain the links between TLE corepressors and several types of human cancer.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors , Drosophila Proteins , E2F1 Transcription Factor , Repressor Proteins , Animals , Basic Helix-Loop-Helix Transcription Factors/genetics , Basic Helix-Loop-Helix Transcription Factors/metabolism , Cell Cycle/genetics , Co-Repressor Proteins/genetics , Co-Repressor Proteins/metabolism , Drosophila/metabolism , E2F1 Transcription Factor/genetics , E2F1 Transcription Factor/metabolism , G2 Phase , Repressor Proteins/genetics , Repressor Proteins/metabolism , S Phase , Drosophila Proteins/genetics , Drosophila Proteins/metabolism
3.
Neurooncol Adv ; 4(1): vdac117, 2022.
Article in English | MEDLINE | ID: mdl-35990702

ABSTRACT

Background: High-grade gliomas (HGG) in children have a devastating prognosis and occur in a remarkable spatiotemporal pattern. Diffuse midline gliomas (DMG), including diffuse intrinsic pontine gliomas (DIPG), typically occur in mid-childhood, while cortical HGGs are more frequent in older children and adults. The mechanisms behind this pattern are not clear. Methods: We used mouse organotypic slice cultures and glial cell cultures to test the impact of the microenvironment on human DIPG cells. Comparing the expression between brainstem and cortical microglia identified differentially expressed secreted proteins. The impact of some of these proteins on DIPGs was tested. Results: DIPGs, pediatric HGGs of brainstem origin, survive and divide more in organotypic slice cultures originating in the brainstem as compared to the cortex. Moreover, brainstem microglia are better able to support tumors of brainstem origin. A comparison between the two microglial populations revealed differentially expressed genes. One such gene, interleukin-33 (IL33), is highly expressed in the pons of young mice and its DIPG receptor is upregulated in this context. Consistent with this observation, the expression levels of IL33 and its receptor, IL1RL1, are higher in DIPG biopsies compared to low-grade cortical gliomas. Furthermore, IL33 can enhance proliferation and clonability of HGGs of brainstem origin, while blocking IL33 in brainstem organotypic slice cultures reduced the proliferation of these tumor cells. Conclusions: Crosstalk between DIPGs and the brainstem microenvironment, in particular microglia, through IL33 and other secreted factors, modulates spatiotemporal patterning of this HGG and could prove to be an important future therapeutic target.

4.
IEEE Trans Med Imaging ; PP2022 Feb 18.
Article in English | MEDLINE | ID: mdl-35180079

ABSTRACT

Convolutional Neural Networks (CNNs) are considered state of the art segmentation methods for biomedical images in general and microscopy sequences of living cells, in particular. The success of the CNNs is attributed to their ability to capture the structural properties of the data, which enables accommodating complex spatial structures of the cells, low contrast, and unclear boundaries. However, in their standard form CNNs do not exploit the temporal information available in time-lapse sequences, which can be crucial to separating touching and partially overlapping cell instances. In this work, we exploit cell dynamics using a novel CNN architecture which allows multi-scale spatio-temporal feature extraction. Specifically, a novel recurrent neural network (RNN) architecture is proposed based on the integration of a Convolutional Long Short Term Memory (ConvLSTM) network with the U-Net. The proposed ConvLSTM-UNet network is constructed as a dual-task network to enable training with weakly annotated data, in the form of approximate cell centers, termed markers, when the complete cells' outlines are not available. We further use the fast marching method to facilitate the partitioning of clustered cells into individual connected components. Finally, we suggest an adaptation of the method for 3D microscopy sequences without drastically increasing the computational load. The method was evaluated on the Cell Segmentation Benchmark and was ranked among the top three methods on six submitted datasets. Exploiting the proposed built-in marker estimator we also present state-of-the-art cell detection results for an additional, publicly available, weekly annotated dataset. The source code is available at https://gitlab.com/shaked0/lstmUnet.

5.
Genetics ; 214(1): 109-120, 2020 01.
Article in English | MEDLINE | ID: mdl-31740452

ABSTRACT

Receptor tyrosine kinase signaling plays prominent roles in tumorigenesis, and activating oncogenic point mutations in the core pathway components Ras, Raf, or MEK are prevalent in many types of cancer. Intriguingly, however, analogous oncogenic mutations in the downstream effector kinase ERK have not been described or validated in vivo To determine if a point mutation could render ERK intrinsically active and oncogenic, we have assayed in Drosophila the effects of a mutation that confers constitutive activity upon a yeast ERK ortholog and has also been identified in a few human tumors. Our analyses indicate that a fly ERK ortholog harboring this mutation alone (RolledR80S), and more so in conjunction with the known sevenmaker mutation (RolledR80S+D334N), suppresses multiple phenotypes caused by loss of Ras-Raf-MEK pathway activity, consistent with an intrinsic activity that is independent of upstream signaling. Moreover, expression of RolledR80S and RolledR80S+D334N induces tissue overgrowth in an established Drosophila cancer model. Our findings thus demonstrate that activating mutations can bestow ERK with pro-proliferative, tumorigenic capabilities and suggest that Drosophila represents an effective experimental system for determining the oncogenicity of ERK mutants and their response to therapy.


Subject(s)
Drosophila Proteins/genetics , Drosophila melanogaster/genetics , Extracellular Signal-Regulated MAP Kinases/genetics , Membrane Proteins/genetics , Neoplasms, Experimental/genetics , Animals , Carcinogenesis/genetics , Carcinogenesis/pathology , Cell Proliferation/physiology , Drosophila melanogaster/metabolism , Female , Gain of Function Mutation , Hyperplasia , Male , Neoplasms, Experimental/enzymology , Neoplasms, Experimental/metabolism , Neoplasms, Experimental/pathology , Point Mutation , Signal Transduction
6.
PLoS Genet ; 13(6): e1006860, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28628612

ABSTRACT

Dorsal closure (DC) is a developmental process in which two contralateral epithelial sheets migrate to seal a large hole in the dorsal ectoderm of the Drosophila embryo. Two signaling pathways act sequentially to orchestrate this dynamic morphogenetic process. First, c-Jun N-terminal kinase (JNK) signaling activity in the dorsal-most leading edge (LE) cells of the epidermis induces expression of decapentaplegic (dpp). Second, Dpp, a secreted TGF-ß homolog, triggers cell shape changes in the adjacent, ventrally located lateral epidermis, that guide the morphogenetic movements and cell migration mandatory for DC. Here we uncover a cell non-autonomous requirement for the Epidermal growth factor receptor (Egfr) pathway in the lateral epidermis for sustained dpp expression in the LE. Specifically, we demonstrate that Egfr pathway activity in the lateral epidermis prevents expression of the gene scarface (scaf), encoding a secreted antagonist of JNK signaling. In embryos with compromised Egfr signaling, upregulated Scaf causes reduction of JNK activity in LE cells, thereby impeding completion of DC. Our results identify a new developmental role for Egfr signaling in regulating epithelial plasticity via crosstalk with the JNK pathway.


Subject(s)
Drosophila Proteins/genetics , Embryonic Development/genetics , ErbB Receptors/genetics , JNK Mitogen-Activated Protein Kinases/genetics , Receptors, Invertebrate Peptide/genetics , Serine Proteases/genetics , Animals , Drosophila Proteins/biosynthesis , Drosophila melanogaster/genetics , Drosophila melanogaster/growth & development , Ectoderm/growth & development , Ectoderm/metabolism , Embryo, Nonmammalian , Epidermis/growth & development , Epidermis/metabolism , ErbB Receptors/biosynthesis , Gene Expression Regulation, Developmental , JNK Mitogen-Activated Protein Kinases/biosynthesis , Morphogenesis/genetics , Receptors, Invertebrate Peptide/biosynthesis , Serine Proteases/biosynthesis , Signal Transduction
7.
Development ; 143(24): 4631-4642, 2016 12 15.
Article in English | MEDLINE | ID: mdl-27836963

ABSTRACT

In the epithelial follicle stem cells (FSCs) of the Drosophila ovary, Epidermal Growth Factor Receptor (EGFR) signaling promotes self-renewal, whereas Notch signaling promotes differentiation of the prefollicle cell (pFC) daughters. We have identified two proteins, Six4 and Groucho (Gro), that link the activity of these two pathways to regulate the earliest cell fate decision in the FSC lineage. Our data indicate that Six4 and Gro promote differentiation towards the polar cell fate by promoting Notch pathway activity. This activity of Gro is antagonized by EGFR signaling, which inhibits Gro-dependent repression via p-ERK mediated phosphorylation. We have found that the phosphorylated form of Gro persists in newly formed pFCs, which may delay differentiation and provide these cells with a temporary memory of the EGFR signal. Collectively, these findings demonstrate that phosphorylated Gro labels a transition state in the FSC lineage and describe the interplay between Notch and EGFR signaling that governs the differentiation processes during this period.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/genetics , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Drosophila melanogaster/embryology , ErbB Receptors/metabolism , Homeodomain Proteins/genetics , Nerve Tissue Proteins/genetics , Ovarian Follicle/embryology , Receptors, Invertebrate Peptide/metabolism , Receptors, Notch/metabolism , Repressor Proteins/genetics , Transcription Factors/genetics , Animals , Cell Differentiation/genetics , Epithelial Cells/cytology , Female , Homeodomain Proteins/metabolism , Nerve Tissue Proteins/metabolism , Ovarian Follicle/cytology , Phosphorylation , RNA Interference , RNA, Small Interfering/genetics , Signal Transduction/genetics , Stem Cells/cytology , Transcription Factors/metabolism
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