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1.
BMC Med Imaging ; 24(1): 102, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38724896

ABSTRACT

Precision and intelligence in evaluating the complexities of middle ear structures are required to diagnose auriculotemporal and ossicle-related diseases within otolaryngology. Due to the complexity of the anatomical details and the varied etiologies of illnesses such as trauma, chronic otitis media, and congenital anomalies, traditional diagnostic procedures may not yield accurate diagnoses. This research intends to enhance the diagnosis of diseases of the auriculotemporal region and ossicles by combining High-Resolution Spiral Computed Tomography (HRSCT) scanning with Deep Learning Techniques (DLT). This study employs a deep learning method, Convolutional Neural Network-UNet (CNN-UNet), to extract sub-pixel information from medical photos. This method equips doctors and researchers with cutting-edge resources, leading to groundbreaking discoveries and better patient healthcare. The research effort is the interaction between the CNN-UNet model and high-resolution Computed Tomography (CT) scans, automating activities including ossicle segmentation, fracture detection, and disruption cause classification, accelerating the diagnostic process and increasing clinical decision-making. The suggested HRSCT-DLT model represents the integration of high-resolution spiral CT scans with the CNN-UNet model, which has been fine-tuned to address the nuances of auriculotemporal and ossicular diseases. This novel combination improves diagnostic efficiency and our overall understanding of these intricate diseases. The results of this study highlight the promise of combining high-resolution CT scanning with the CNN-UNet model in otolaryngology, paving the way for more accurate diagnosis and more individualized treatment plans for patients experiencing auriculotemporal and ossicle-related disruptions.


Subject(s)
Ear Ossicles , Tomography, Spiral Computed , Humans , Tomography, Spiral Computed/methods , Ear Ossicles/diagnostic imaging , Deep Learning , Ear Diseases/diagnostic imaging , Temporal Bone/diagnostic imaging , Adult , Neural Networks, Computer
2.
J Biol Chem ; 297(2): 100996, 2021 08.
Article in English | MEDLINE | ID: mdl-34302809

ABSTRACT

Mantle cell lymphoma (MCL) is an especially aggressive and highly heterogeneous mature B-cell lymphoma. Heat shock protein 90 (HSP90) is considered an attractive therapeutic target in a variety of cancers, including MCL, but no HSP90 inhibitors have succeeded in the clinical trials to date. Exploring fine mechanisms of HSP90 inhibition in cancer cells may shed light on novel therapeutic strategies. Here, we found that HSP90 knockdown and continuous inhibition with ganetespib inhibited growth of MCL cells in vitro and in vivo. To our surprise, transient exposure over 12 h was almost as efficient as continuous exposure, and treatment with ganetespib for 12 h efficiently inhibited growth and induced G1 cell cycle arrest and apoptosis of MCL cells. Transcriptome analysis complemented by functional studies was performed to define critical MCL signaling pathways that are exceptionally sensitive to HSP90 inhibition and vital to cell fate. Six genes (cell division cycle 6, cell division cycle 45, minichromosome maintenance 4, minichromosome maintenance 7, RecQ-mediated genome instability 2, and DNA primase polypeptide 1) involved in DNA replication and repair were identified as consistently downregulated in three MCL cell lines after transient ganetespib treatment. E2F1, an important transcription factor essential for cell cycle progression, was identified as a ganetespib target mediating transcriptional downregulation of these six genes, and its stability was also demonstrated to be maintained by HSP90. This study identifies E2F1 as a novel client protein of HSP90 that is very sensitive and worthy of targeting and also finds that HSP90 inhibitors may be useful in combination therapies for MCL.


Subject(s)
DNA Repair , DNA Replication , E2F1 Transcription Factor/metabolism , Gene Expression Regulation, Neoplastic , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Lymphoma, Mantle-Cell/drug therapy , Triazoles/pharmacology , Animals , Apoptosis , Cell Line, Tumor , Cell Proliferation , E2F1 Transcription Factor/genetics , Humans , Lymphoma, Mantle-Cell/genetics , Lymphoma, Mantle-Cell/metabolism , Lymphoma, Mantle-Cell/pathology , Mice , Mice, Nude , Signal Transduction , Xenograft Model Antitumor Assays
3.
Mol Cancer Ther ; 20(8): 1367-1377, 2021 08.
Article in English | MEDLINE | ID: mdl-34045230

ABSTRACT

Targeted, catalytic degradation of oncoproteins using heterobifunctional small molecules is an attractive modality, particularly for hematologic malignancies, which are often initiated by aberrant transcription factors and are challenging to drug with inhibitors. BRD4, a member of the bromodomain and extraterminal family, is a core transcriptional and epigenetic regulator that recruits the P-TEFb complex, which includes Cdk9 and cyclin T, to RNA polymerase II (pol II). Together, BRD4 and CDK9 phosphorylate serine 2 (pSer2) of heptad repeats in the C-terminal domain of RPB1, the large subunit of pol II, promote transcriptional elongation. Small-molecule degraders of BRD4 have shown encouraging efficacy in preclinical models for several tumor types but less efficacy in other cancers including small-cell lung cancer (SCLC) and pancreatic cancer. Here, we evaluated CFT-2718, a new BRD4-targeting degrader with enhanced catalytic activity and in vivo properties. In vivo, CFT-2718 has significantly greater efficacy than the CDK9 inhibitor dinaciclib in reducing growth of the LX-36 SCLC patient-derived xenograft (PDX) model and performed comparably to dinaciclib in limiting growth of the PNX-001 pancreatic PDX model. In vitro, CFT-2718 reduced cell viability in four SCLC and two pancreatic cancer models. In SCLC models, this activity significantly exceeded that of dinaciclib; furthermore, CFT-2718 selectively increased the expression of cleaved PARP, an indicator of apoptosis. CFT-2718 caused rapid BRD4 degradation and reduced levels of total and pSer2 RPB1 protein. These and other findings suggest that BRD-mediated transcriptional suppression merits further exploration in the setting of SCLC.


Subject(s)
Antineoplastic Agents/pharmacology , Cell Cycle Proteins/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Lung Neoplasms/drug therapy , Pancreatic Neoplasms/drug therapy , Small Cell Lung Carcinoma/drug therapy , Small Molecule Libraries/pharmacology , Transcription Factors/metabolism , Animals , Apoptosis , Cell Movement , Cell Proliferation , Female , Humans , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mice , Mice, SCID , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Small Cell Lung Carcinoma/metabolism , Small Cell Lung Carcinoma/pathology , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
4.
J Nurs Manag ; 28(3): 540-547, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31945253

ABSTRACT

BACKGROUND: Good general well-being of nurses is associated with reduced burnout and improved patient safety. However, few studies explored the factors of nurses' general well-being. AIM: The study aimed to assess general well-being and its predictors among hospital nurses. METHODS: The study recruited 573 nurses working in a tertiary Chinese hospital to complete a survey of sociodemographic characteristics, DiSC® personality profile, Self-Rating Anxiety Scale and general well-being. Multivariate linear regression was conducted to assess factors affecting nurses' general well-being. RESULTS: Marital status and clinical rank had a positive impact on general well-being, especially when nurses were married or in the stage of assistant nursing manager. Conversely, source of stress, DiSC® profile and SAS score had a negative effect on general well-being, especially when nurses' stress came from colleagues, nurses were characterized by steadiness and conscientiousness, and nurses had extreme anxiety. CONCLUSION: Marital status, clinical rank, source of stress, DiSC® profile and SAS score were main factors affecting hospital nurses' general well-being. IMPLICATIONS FOR NURSING MANAGEMENT: By giving careful attention to nurses' family life, career development, personality characteristics and applying appropriate interventions, nursing managers can improve general well-being of nurses and promote patient care.


Subject(s)
Job Satisfaction , Nurses/psychology , Adult , Attitude of Health Personnel , Burnout, Professional/etiology , Burnout, Professional/psychology , China , Cross-Sectional Studies , Female , Humans , Male , Nurses/statistics & numerical data , Surveys and Questionnaires , Tertiary Care Centers/organization & administration , Tertiary Care Centers/statistics & numerical data , Workplace/psychology , Workplace/standards
5.
Clin Cancer Res ; 25(13): 4179-4193, 2019 07 01.
Article in English | MEDLINE | ID: mdl-30867219

ABSTRACT

PURPOSE: For many tumors, signaling exchanges between cancer cells and other cells in their microenvironment influence overall tumor signaling. Some of these exchanges depend on expression of the primary cilium on nontransformed cell populations, as extracellular ligands including Sonic Hedgehog (SHH), PDGFRα, and others function through receptors spatially localized to cilia. Cell ciliation is regulated by proteins that are themselves therapeutic targets. We investigated whether kinase inhibitors of clinical interest influence ciliation and signaling by proteins with ciliary receptors in cancer and other cilia-relevant disorders, such as polycystic kidney disease (PKD). EXPERIMENTAL DESIGN: We screened a library of clinical and preclinical kinase inhibitors, identifying drugs that either prevented or induced ciliary disassembly. Specific bioactive protein targets of the drugs were identified by mRNA depletion. Mechanism of action was defined, and activity of select compounds investigated. RESULTS: We identified multiple kinase inhibitors not previously linked to control of ciliation, including sunitinib, erlotinib, and an inhibitor of the innate immune pathway kinase, IRAK4. For all compounds, activity was mediated through regulation of Aurora-A (AURKA) activity. Drugs targeting cilia influenced proximal cellular responses to SHH and PDGFRα. In vivo, sunitinib durably limited ciliation and cilia-related biological activities in renal cells, renal carcinoma cells, and PKD cysts. Extended analysis of IRAK4 defined a subset of innate immune signaling effectors potently affecting ciliation. CONCLUSIONS: These results suggest a paradigm by which targeted drugs may have unexpected off-target effects in heterogeneous cell populations in vivo via control of a physical platform for receipt of extracellular ligands.


Subject(s)
Cilia/drug effects , Cilia/metabolism , Drug Discovery , Animals , Biomarkers , Cell Line , Disease Susceptibility , Erlotinib Hydrochloride/pharmacology , Hedgehog Proteins/metabolism , Humans , Kidney Diseases, Cystic/etiology , Kidney Diseases, Cystic/metabolism , Kidney Diseases, Cystic/pathology , Mice , Models, Biological , Paracrine Communication/drug effects , Platelet-Derived Growth Factor/metabolism , Polycystic Kidney, Autosomal Dominant/metabolism , Protein Kinase Inhibitors/pharmacology , RNA, Small Interfering/genetics , Signal Transduction/drug effects , Small Molecule Libraries , Sunitinib/pharmacology
6.
Front Genet ; 10: 75, 2019.
Article in English | MEDLINE | ID: mdl-30809247

ABSTRACT

The primary monocilium, or cilium, is a single antenna-like organelle that protrudes from the surface of most mammalian cell types, and serves as a signaling hub. Mutations of cilia-associated genes result in severe genetic disorders termed ciliopathies. Among these, the most common is autosomal dominant polycystic kidney disease (ADPKD); less common genetic diseases include Bardet-Biedl syndrome, Joubert syndrome, nephronophthisis, and others. Important signaling cascades with receptor systems localized exclusively or in part at cilia include Sonic Hedgehog (SHH), platelet derived growth factor alpha (PDGFRα), WNTs, polycystins, and others. Changes in ciliation during development or in pathological conditions such as cancer impacts signaling by these proteins. Notably, ciliation status of cells is coupled closely to the cell cycle, with cilia protruding in quiescent (G0) or early G1 cells, declining in S/G2, and absent in M phase, and has been proposed to contribute to cell cycle regulation. Because of this complex biology, the elaborate machinery regulating ciliary assembly and disassembly receives input from many cellular proteins relevant to cell cycle control, development, and oncogenic transformation, making study of genetic factors and drugs influencing ciliation of high interest. One of the most effective tools to investigate the dynamics of the cilia under different conditions is the imaging of live cells. However, developing assays to observe the primary cilium in real time can be challenging, and requires a consideration of multiple details related to the cilia biology. With the dual goals of identifying small molecules that may have beneficial activity through action on human diseases, and of identifying ciliary activities of existing agents that are in common use or development, we here describe creation and evaluation of three autofluorescent cell lines derived from the immortalized retinal pigmented epithelium parental cell line hTERT-RPE1. These cell lines stably express the ciliary-targeted fluorescent proteins L13-Arl13bGFP, pEGFP-mSmo, and tdTomato-MCHR1-N-10. We then describe methods for use of these cell lines in high throughput screening of libraries of small molecule compounds to identify positive and negative regulators of ciliary disassembly.

7.
Curr Cancer Drug Targets ; 19(6): 449-467, 2019.
Article in English | MEDLINE | ID: mdl-30306870

ABSTRACT

Ovarian cancer is a leading cause of death worldwide from gynecological malignancies, mainly because there are few early symptoms and the disease is generally diagnosed at an advanced stage. In addition, despite the effectiveness of cytoreductive surgery for ovarian cancer and the high response rates to chemotherapy, survival has improved little over the last 20 years. The management of patients with ovarian cancer also remains similar despite studies showing striking differences and heterogeneity among different subtypes. It is therefore clear that novel targeted therapeutics are urgently needed to improve clinical outcomes for ovarian cancer. To that end, several membrane receptors associated with pivotal cellular processes and often aberrantly overexpressed in ovarian cancer cells have emerged as potential targets for receptor-mediated therapeutic strategies including specific agents and multifunctional delivery systems based on ligand-receptor binding. This review focuses on the profiles and potentials of such strategies proposed for ovarian cancer treatment and imaging.


Subject(s)
Antineoplastic Agents/therapeutic use , Ovarian Neoplasms/drug therapy , Receptors, Cell Surface/antagonists & inhibitors , Animals , Antineoplastic Agents/pharmacology , Cell Membrane/drug effects , Cell Membrane/metabolism , Diagnostic Imaging , Female , Humans , Molecular Targeted Therapy , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Receptors, Cell Surface/metabolism , Signal Transduction
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