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Self-DNA is present in the cytosol of many cancer cells and can promote effective immune rejection of tumor cells, but the mechanisms leading to the presence of cytosolic DNA are unknown. Here, we report that the cleavage of genomic DNA by DNA structure-specific endonuclease MUS81 and PARP-dependent DNA repair pathways leads to the accumulation of cytosolic DNA in prostate cancer cells. The number of nuclear MUS81 foci and the amount of cytosolic dsDNA increased in tandem from hyperplasia to clinical stage II prostate cancers and decreased at stage III. Cytosolic DNA generated by MUS81 stimulated DNA sensor STING-dependent type I interferon (IFN) expression and promoted phagocytic and T cell responses, resulting in type I and II IFN-mediated rejection of prostate tumor cells via mechanisms that partly depended on macrophages. Our results demonstrate that the tumor suppressor MUS81 alerts the immune system to the presence of transformed host cells.
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Autoantígenos/metabolismo , Proteínas de Ligação a DNA/metabolismo , DNA/metabolismo , Endonucleases/metabolismo , Neoplasias da Próstata/imunologia , Linfócitos T/imunologia , Animais , Autoantígenos/imunologia , Linhagem Celular Tumoral , DNA/imunologia , Humanos , Interferon Tipo I/metabolismo , Ativação Linfocitária , Masculino , Proteínas de Membrana/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Estadiamento de Neoplasias , Neoplasias Experimentais , Fagocitose , Neoplasias da Próstata/patologiaRESUMO
BACKGROUND: Due to their accessibility and anonymity, web-based counseling services are expanding at an unprecedented rate. One of the most prominent challenges such services face is repeated users, who represent a small fraction of total users but consume significant resources by continually returning to the system and reiterating the same narrative and issues. A deeper understanding of repeated users and tailoring interventions may help improve service efficiency and effectiveness. Previous studies on repeated users were mainly on telephone counseling, and the classification of repeated users tended to be arbitrary and failed to capture the heterogeneity in this group of users. OBJECTIVE: In this study, we aimed to develop a systematic method to profile repeated users and to understand what drives their use of the service. By doing so, we aimed to provide insight and practical implications that can inform the provision of service catering to different types of users and improve service effectiveness. METHODS: We extracted session data from 29,400 users from a free 24/7 web-based counseling service from 2018 to 2021. To systematically investigate the heterogeneity of repeated users, hierarchical clustering was used to classify the users based on 3 indicators of service use behaviors, including the duration of their user journey, use frequency, and intensity. We then compared the psychological profile of the identified subgroups including their suicide risks and primary concerns to gain insights into the factors driving their patterns of service use. RESULTS: Three clusters of repeated users with clear psychological profiles were detected: episodic, intermittent, and persistent-intensive users. Generally, compared with one-time users, repeated users showed higher suicide risks and more complicated backgrounds, including more severe presenting issues such as suicide or self-harm, bullying, and addictive behaviors. Higher frequency and intensity of service use were also associated with elevated suicide risk levels and a higher proportion of users citing mental disorders as their primary concerns. CONCLUSIONS: This study presents a systematic method of identifying and classifying repeated users in web-based counseling services. The proposed bottom-up clustering method identified 3 subgroups of repeated users with distinct service behaviors and psychological profiles. The findings can facilitate frontline personnel in delivering more efficient interventions and the proposed method can also be meaningful to a wider range of services in improving service provision, resource allocation, and service effectiveness.
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Aconselhamento , Humanos , Estudos Longitudinais , Análise por Conglomerados , Feminino , Adulto , Masculino , Aconselhamento/métodos , Aconselhamento/estatística & dados numéricos , Pessoa de Meia-Idade , Envio de Mensagens de Texto/estatística & dados numéricos , Adulto JovemRESUMO
Multiple factors, including host genetics, environmental factors, and Epstein-Barr virus (EBV) infection, contribute to nasopharyngeal carcinoma (NPC) development. To identify genetic susceptibility genes for NPC, a whole-exome sequencing (WES) study was performed in 161 NPC cases and 895 controls of Southern Chinese descent. The gene-based burden test discovered an association between macrophage-stimulating 1 receptor (MST1R) and NPC. We identified 13 independent cases carrying the MST1R pathogenic heterozygous germ-line variants, and 53.8% of these cases were diagnosed with NPC aged at or even younger than 20 y, indicating that MST1R germline variants are relevant to disease early-age onset (EAO) (age of ≤20 y). In total, five MST1R missense variants were found in EAO cases but were rare in controls (EAO vs. control, 17.9% vs. 1.2%, P = 7.94 × 10(-12)). The validation study, including 2,160 cases and 2,433 controls, showed that the MST1R variant c.G917A:p.R306H is highly associated with NPC (odds ratio of 9.0). MST1R is predominantly expressed in the tissue-resident macrophages and is critical for innate immunity that protects organs from tissue damage and inflammation. Importantly, MST1R expression is detected in the ciliated epithelial cells in normal nasopharyngeal mucosa and plays a role in the cilia motility important for host defense. Although no somatic mutation of MST1R was identified in the sporadic NPC tumors, copy number alterations and promoter hypermethylation at MST1R were often observed. Our findings provide new insights into the pathogenesis of NPC by highlighting the involvement of the MST1R-mediated signaling pathways.
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Exoma , Predisposição Genética para Doença , Neoplasias Nasofaríngeas/genética , Receptores Proteína Tirosina Quinases/genética , Análise de Sequência , Adolescente , Adulto , Carcinoma , Estudos de Casos e Controles , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Carcinoma Nasofaríngeo , Adulto JovemRESUMO
Tumor suppressor genes (TSGs) play a prominent role in cancer and are important in the development of nasopharyngeal carcinoma (NPC), which is endemic in Southern China as well as Southeast Asia. Apart from TSGs, aberrant signalling pathways are also commonly associated with tumor progression. Unsurprisingly, the NF-κB pathway is frequently associated with angiogenesis and promoting tumor growth and development. Functional complementation studies using microcell-mediated chromosome transfer helped to identify IKBB as a putative TSG in NPC. IKBB, an inhibitor of NF-κB, has recently been shown to be inversely associated with tumor growth and metastasis via inactivation of the NF-κB pathway, but its suppressive role is still only poorly understood. This study takes the lead in revealing the suppressive role of IKBB in NPC. IKBB is silenced in the majority of NPC tumor tissues in all stages. Its suppressive role is substantiated by perturbation in tumor formation, cell migration and angiogenesis. Interestingly, IKBB not only affects the 'seed', but also influences the 'soil' by downregulating the transcriptional level of proangiogenic factors Rantes, Upar, IL6, and IL8. For the first time, our data establish the importance of a novel tumor suppressive IKBB gene in abrogating angiogenesis in NPC via the NF-κB signalling pathway, which is likely mediated by crosstalk with the Akt/Gsk3ß signalling pathway.
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Proteínas I-kappa B/metabolismo , NF-kappa B/metabolismo , Neoplasias Nasofaríngeas/metabolismo , Transdução de Sinais , Proteínas Supressoras de Tumor/metabolismo , Adulto , Idoso , Carcinoma , Linhagem Celular Tumoral , Movimento Celular/genética , Citocinas/genética , Citocinas/metabolismo , Regulação para Baixo , Feminino , Regulação Neoplásica da Expressão Gênica , Quinase 3 da Glicogênio Sintase/metabolismo , Glicogênio Sintase Quinase 3 beta , Humanos , Proteínas I-kappa B/genética , Masculino , Pessoa de Meia-Idade , NF-kappa B/genética , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas/genética , Neoplasias Nasofaríngeas/mortalidade , Neoplasias Nasofaríngeas/patologia , Estadiamento de Neoplasias , Neovascularização Patológica/genética , Prognóstico , Ligação Proteica , Proteínas Proto-Oncogênicas c-akt/metabolismo , Proteínas Supressoras de Tumor/genéticaRESUMO
Human organic anion transporting polypeptides (OATPs) mediate the influx of many important drugs into cells. Casein kinase 2 (CK2) is a critical protein kinase that phosphorylates >300 protein substrates and is dysregulated in a number of disease states. Among the CK2 substrates are several transporters, although whether this includes human OATPs has not been evaluated. The current study was undertaken to evaluate the regulation of human OATP1A2 by CK2. HEK-239T cells in which OATP1A2 was overexpressed were treated with CK2 specific inhibitors or transfected with CK2 specific siRNA, and the activity, expression, and subcellular trafficking of OATP1A2 was evaluated. CK2 inhibition decreased the uptake of the prototypic OATP1A2 substrate estrone-3-sulfate (E3S). Kinetic studies revealed that this was due to a decrease in the maximum velocity (Vmax) of E3S uptake, while the Michaelis constant was unchanged. The cell surface expression, but not the total cellular expression of OATP1A2, was impaired by CK2 inhibition and knockdown of the catalytic α-subunits of CK2. CK2 inhibition decreased the internalization of OATP1A2 via a clathrin-dependent pathway, decreased OATP1A2 recycling, and likely impaired OATP1A2 targeting to the cell surface. Consistent with these findings, CK2 inhibition also disrupted the colocalization of OATP1A2 and Rab GTPase (Rab)4-, Rab8-, and Rab9-positive endosomal and secretory vesicles. Taken together, CK2 has emerged as a novel regulator of the subcellular trafficking and stability of OATP1A2. Because OATP1A2 transports many molecules of physiological and pharmacological importance, the present data may inform drug selection in patients with diseases in which CK2 and OATP1A2 are dysregulated.
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Caseína Quinase II/metabolismo , Transportadores de Ânions Orgânicos/metabolismo , Caseína Quinase II/genética , Linhagem Celular , Inativação Gênica/fisiologia , Humanos , Immunoblotting , Estabilidade Proteica , Transporte Proteico/fisiologiaRESUMO
It has been established that up to 8.3% of the biallelic coding SNPs present in dbSNP are actually artefactual polymorphism-like errors, previously termed single nucleotide differences, or SNDs. In this study, a previous analysis of SNPs in dbSNP was extended and updated to examine how the incidence of SNDs has changed over an intervening five year period. The incidence of SNDs was found to be lower than in the previous analysis at 2.2% of all biallelic SNPs. There was only a modest reduction in the percentage of SNDs in the original set of biallelic coding SNPs tested. This suggests that the overall reduction in the incidence of SNDs over the intervening 5-year period is related to an improvement in SNP detection methods and more rigorous curation, rather than efforts to ameliorate the presence of SNDs. We note that SNDs contaminating the dbSNP may lead to erroneous conclusions on human conditions.
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Bases de Dados Genéticas/normas , Polimorfismo de Nucleotídeo Único , Artefatos , Genoma Humano , Estudo de Associação Genômica Ampla , Genômica , HumanosRESUMO
We recently provided evidence that genome-derived DNA is present in the cytosol of many tumor cells. Genomic loci that give rise to cytosolic DNA can potentially form non-B DNA structures including triple-stranded RNA:DNA structures (R-loops). The RNA:DNA-specific endonuclease RNaseh1 reduced the levels of cytosolic DNA and type I interferon-dependent rejection of B-cell lymphoma suggesting that cytosolic DNA may contribute to immune surveillance of B-cell lymphoma.
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DNA/genética , Genoma , Interferon Tipo I/genética , Linfoma de Células B/genética , Linfoma de Células B/imunologia , Linhagem Celular Tumoral , Humanos , RNA/genéticaRESUMO
The microphthalmia-associated transcription factor (MITF) is a pivotal regulator of melanogenic enzymes for melanogenesis, and its expression is modulated by many transcriptional factors at the transcriptional level or post-transcriptional level through microRNAs (miRNAs). Although several miRNAs modulate melanogenic activities, there is no evidence of their direct action on MITF expression. Out of eight miRNAs targeting the 3'-UTR of Mitf predicted by bioinformatic programs, our results show miR-218 to be a novel candidate for direct action on MITF expression. Ectopic miR-218 dramatically reduced MITF expression, suppressed tyrosinase activity, and induced depigmentation in murine immortalized melan-a melanocytes. MiR-218 also suppressed melanogenesis in human pigmented skin organotypic culture (OTC) through the repression of MITF. An inverse correlation between MITF and miR-218 expression was found in human primary skin melanocytes and melanoma cell lines. Taken together, our findings demonstrate a novel mechanism involving miR-218 in the regulation of the MITF pigmentary process and its potential application for skin whitening therapy.
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Regulação da Expressão Gênica , Melaninas/genética , MicroRNAs/genética , Fator de Transcrição Associado à Microftalmia/genética , Interferência de RNA , Regiões 3' não Traduzidas , Animais , Pareamento de Bases , Sequência de Bases , Sítios de Ligação , Linhagem Celular Transformada , Linhagem Celular Tumoral , Biologia Computacional , Bases de Dados de Ácidos Nucleicos , Humanos , Melaninas/biossíntese , Melanócitos/metabolismo , Camundongos , MicroRNAs/química , Fator de Transcrição Associado à Microftalmia/química , Fator de Transcrição Associado à Microftalmia/metabolismo , Técnicas de Cultura de TecidosRESUMO
Solute carrier transporters (SLCs), in particular the organic anion transporting polypeptides (OATPs) and organic anion/cation transporters (OATs/OCTs), are responsible for the cellular entry of many clinically important drugs in body. They largely influence drug safety and efficacy. Icariin is a flavonol widely present in many herbal preparations, which is used to improve sexual function and prevent osteogenesis. However, precautions are necessary in therapies containing icariin due to its involvement in drug-drug/herb interactions, possibly mediated through competing drug uptake via membrane-transporter proteins. This study is the first to comprehensively evaluate the interactions between icariin and a range of essential SLCs. Our data demonstrated that icariin can significantly inhibit OATP1B3- and OATP2B1-mediated cellular uptake of specific substrates (IC50 of 3.0 ± 1.3 and 6.4 ± 1.9 µM, respectively). Our study revealed that icariin can potentially compete with coadministrated drugs for particular SLCs, which may impact the therapeutic outcome of regimens.
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Flavonoides/farmacologia , Transportadores de Ânions Orgânicos/metabolismo , Flavonoides/química , Células HEK293 , Humanos , Rim/efeitos dos fármacos , Rim/metabolismo , Fígado/efeitos dos fármacos , Fígado/metabolismo , Transportadores de Ânions Orgânicos Sódio-Independentes/metabolismo , Membro 1B3 da Família de Transportadores de Ânion Orgânico Carreador de SolutoRESUMO
2,3,5,4'-Tetrahydroxystilbene-2-O-ß-D-glucopyranoside (1), isolated from Polygonum multiflorum, is a noncompetitive inhibitor of tyrosinase in cell-free kinetics; it reduced the Vmax values in a dose-dependent manner. Compound 1 inhibited PKA-induced melanogenesis, reduced the protein expression of tyrosinase and its transcription factor, the microphthalmia-associated transcription factor, and lowered the complex formation between tyrosinase and tyrosinase-related protein 1 (TRP-1). Immunofluorescence microscopy revealed no association of tyrosinase with the endoplasmic reticulum or lysosomes, implying the absence of a direct effect of 1 on the maturation process of the enzyme. The antimelanogenic activity of 1 is likely mediated through a noncompetitive inhibition on tyrosinase, down-regulation of the expression of melanogenic proteins, and reduction of tyrosinase/TRP-1 complex formation.
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Glucosídeos/isolamento & purificação , Glucosídeos/farmacologia , Monofenol Mono-Oxigenase/antagonistas & inibidores , Estilbenos/isolamento & purificação , Estilbenos/farmacologia , Animais , Glucosídeos/química , Melaninas/metabolismo , Glicoproteínas de Membrana/metabolismo , Camundongos , Microscopia de Fluorescência , Estrutura Molecular , Oxirredutases/metabolismo , Estilbenos/químicaRESUMO
Metastases to the scrotal wall are very rare, and being the initial manifestation of occult primary tumours is even rarer. We report on a patient presenting with painless scrotal swelling, attributed to a solid extra-testicular mass found on ultrasonography. Subsequent investigations and surgical exploration revealed it to be a scrotal wall metastasis from an occult gastric primary. To our knowledge, this is the first report of a scrotal wall metastasis from gastric adenocarcinoma. The ensuing discussion and literature review highlight the diagnostic challenges posed by an extra-testicular scrotal metastasis from an occult primary tumour.
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Adenocarcinoma/patologia , Neoplasias dos Genitais Masculinos/secundário , Neoplasias Primárias Desconhecidas/patologia , Escroto , Neoplasias Gástricas/patologia , Idoso , Humanos , MasculinoRESUMO
UNLABELLED: Abstract Context: Solute carrier transporters (SLCs) are membrane proteins responsible for cellular influx of various substances including many pharmaceutical agents; therefore, they largely impact on drug disposition and elimination in body. Punica granatum Linnaeus (Lythraceae), pomegranate, is a fruit with antidiabetic potential. Oleanolic acid (OA), ursolic acid (UA), and gallic acid (GA) are the major bioactive components of pomegranate. Co-administration of these compounds with other drugs could result in altered drug pharmacokinetics, possibly due to competing for transporter proteins. OBJECTIVE: We investigated the interactions of these three compounds with the essential hepatic and renal SLC transporters. MATERIALS AND METHODS: Uptake of radiolabeled transporter model substrates was assessed in HEK293 cells over-expressing SLC transporters including the organic anion transporters (OATs), organic anion transporting polypeptides (OATPs) and organic cation transporters (OCTs), in the presence or absence of 10.0 µM UA, OA, or GA. Their IC50 values on specific SLC transporters were also evaluated using varying concentrations of the particular compound (ranging from 0.10 nM to 80.0 µM). RESULTS: Our results demonstrated UA could significantly inhibit OAT3 and OATP2B1 uptake (IC50: 18.9 ± 8.20 µM and 11.0 ± 5.00 µM, respectively) and GA has a pronounced inhibitory effect on OATP1B3 uptake (IC50: 1.60 ± 0.60 µM). DISCUSSION AND CONCLUSION: Our study reports the interactions of OA, UA, and GA with the essential SLC transporters. This information may contribute to elucidating the drug-drug/herb interactions involved with these three compounds and form the basis of therapeutic optimization when drugs are co-administered.
Assuntos
Ácido Gálico/farmacologia , Lythraceae/química , Ácido Oleanólico/farmacologia , Triterpenos/farmacologia , Relação Dose-Resposta a Droga , Ácido Gálico/administração & dosagem , Ácido Gálico/isolamento & purificação , Células HEK293 , Interações Ervas-Drogas , Humanos , Concentração Inibidora 50 , Rim/efeitos dos fármacos , Rim/metabolismo , Fígado/efeitos dos fármacos , Fígado/metabolismo , Ácido Oleanólico/administração & dosagem , Ácido Oleanólico/isolamento & purificação , Transportadores de Ânions Orgânicos/antagonistas & inibidores , Proteínas de Transporte de Cátions Orgânicos/antagonistas & inibidores , Triterpenos/administração & dosagem , Triterpenos/isolamento & purificação , Ácido UrsólicoRESUMO
The human organic cation/ergothioneine transporter 1 (hOCTN1, gene symbol SLC22A4) is responsible for the cellular uptake of substances, such as L-ergothioneine, which is an important antioxidant in mammalian cells. The common-function-altered variant L503F-hOCTN1 has been associated with susceptibility to Crohn's disease in certain populations. Previously, we identified eight novel nonsynonymous single-nucleotide polymorphisms (SNPs) in the SLC22A4 gene in the Chinese and Indian populations of Singapore. The present study evaluated the impact of these novel SNPs on hOCTN1 transport function in HEK-293 cells. Transport uptake assays with L-ergothioneine were used to assess the function of the variant transporters. Cell surface biotinylation and Western blot analysis were used to characterize cellular transporter expression. Comparative modeling was used to locate amino acid substitutions in the topology of hOCTN1 in order to account for altered transport function. Transporter activity was markedly impaired in four of the naturally occurring hOCTN1 variants (R63H, R83P, G482D, and I500N). Multiple glycosylated isoforms of hOCTN1 proteins were identified in the plasma membrane and in the whole cell. Either the total cellular or membrane expression of the functionally deficient transporter variants was lower than that of the wild-type hOCTN1. The underlying mechanism involves both impaired transporter-substrate binding affinity and turnover rate. Considered together, several naturally occurring SNPs in the SLC22A4 gene encode variant hOCTN1 transporters that may impact the cellular uptake of L-ergothioneine and other substrates, with the potential to influence the antioxidant capacity of human cells.
Assuntos
Ergotioneína/metabolismo , Transportador 1 de Cátions Orgânicos/química , Transportador 1 de Cátions Orgânicos/genética , Transporte Biológico/genética , Transporte Biológico/fisiologia , Biotinilação , Linhagem Celular , Células HEK293 , Humanos , Immunoblotting , SingapuraRESUMO
Key Clinical Message: When faced with a slowly enlarging firm mass in the parotid gland accompanied by a histological picture of unusual sclerosis with abundant Langerhans cells and eosinophilic infiltrates, sclerosing mucoepidermoid carcinoma with eosinophilia should be considered as one of the differential diagnoses. Further studies are warranted for accurate diagnosis and appropriate treatment. Abstract: Sclerosing mucoepidermoid carcinoma of the salivary gland with eosinophilia is a rare tumor mostly negative for the MAML2 rearrangement commonly seen in salivary mucoepidermoid carcinoma. It was not listed as an entity in the 2022 WHO Classification of Head and Neck Tumors. We presented one case initially diagnosed as Langerhans cell histiocytosis and recurred as a frankly invasive carcinoma. Molecular studies showed CSF1 gene derangement and provided new understanding concerning the Langerhans cell and eosinophilic reaction. Further molecular studies on this entity would throw light on its oncogenesis and refine its nomenclature.
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OBJECTIVE: With its anonymity and accessibility, text-based online counseling has shown great potential in reaching people with mental health needs. One strategy adopted to meet the service gap is concurrent counseling, that is, each counselor attending to more than one client at a time. To date, there is no reported evidence supporting its rationality and effectiveness. This study investigated the potential opportunities, effectiveness, and caveats in concurrent service delivery and identified the optimal cutoff number of concurrent sessions while maintaining the quality of service at or above a set threshold. METHOD: We analyzed the transcript of 54,716 online counseling sessions from Open Up, a free, 24/7 text-based counseling service, to develop an attention score that measures the attention allocation of counselors and examined the impact of the counselor's attention allocation on client satisfaction and service outcomes. RESULTS: On average, compared to nonconcurrent sessions, concurrent sessions were longer, more likely to end prematurely, and had lower client satisfaction. We also identified an optimal attention score of approximately 0.4 (out of 1.0, which denotes full attention), which translates to two to three concurrent sessions. CONCLUSIONS: This study provides empirical evidence for the feasibility of conducting multiple text-based sessions concurrently without compromising service quality and client experience. Our method of measuring the counselor attention allocation offers a way to systematically assess and evaluate concurrent sessions. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Conselheiros , Humanos , Aconselhamento/métodos , Satisfação do Paciente , Saúde Mental , Relações Profissional-PacienteRESUMO
Background: Suicide is a complex and multifaceted issue, and suicidal behaviors are often driven by multiple, interacting factors. It has been challenging to identify reasons for suicide using existing scientific methodologies. This study aims to identify critical reasons for suicide and suicidal behaviors through the application of novel network science methods. Methods: Based on cases investigated by the Hong Kong Coroner's Court from 2002 to 2019, we modelled identified reasons for 13,001 suicide cases as a co-occurrence network, and calculated each reason's eigencentrality to determine their respective relative importance. We then analyzed the temporal and demographic changes in the structure and eigencentrality of the network. We further conducted simulation studies based on the United Nations population projection to assess potential burden of different reasons for suicide on the population in the coming years. Findings: School-related issues had the highest eigencentrality (eigencentrality = 0.49) for individuals younger than 20 years of age. Financial issues were crucial for adults aged 20-59 years, but their importance differed between males (eigencentrality = 0.51) and females (eigencentrality = 0.14). Physical illness (eigencentrality = 0.80) was the core concern for adults over 60 years. Across the Hong Kong population, the reasons for suicide appear to have shifted from financial issues in the early 2000s (eigencentrality = 0.46) to issues related to physical illnesses since 2011 (eigencentrality = 0.58). Simulation findings indicate that, by 2050, most suicides in Hong Kong will be due to physical illness-related issues (eigencentrality = 0.69) due to the rapidly aging population. Interpretation: There have been important sex and age differences over time, in reasons for suicide. Given the projected increasing age of the Hong Kong population over the next decades, older adults with physical illnesses appear to be the highest contributors to suicide cases in the overall population. This novel network analysis approach provides important data-driven information upon which to base effective proactive public health suicide prevention strategies and interventions. Funding: Hong Kong Jockey Club Charities Trust, Collaborative Research Fund (C7151-20G), and General Research Fund (17606521).
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BACKGROUND: Advances in text-mining can potentially aid online text-based mental health services in detecting suicidality. However, false positive remains a challenge. METHODS: Data of a free 24/7 online text-based counseling service in Hong Kong were used to develop a novel parser-based algorithm (PBSD) to detect suicidal ideation while minimizing false alarms. Sessions containing keywords related to suicidality were extracted (N = 1267). PBSD first applies a sentence parser to work out the grammatical structure of each sentence, including subject, object, dependent and modifier. Then a set of syntax rules were applied to judge if a flagged sentence is a true or false positive. Half of the sessions were randomly selected to train PBSD, the remaining were used as the test set. A standard keywords matching model was adopted as the baseline comparison. Accuracy and recall were reported to demonstrate models' performance. RESULTS: Of the 1267 sessions, 585 (46.2 %) were false alarms. The false alarms were categorized into four types: negation-induced false alarms (NIFA; 14 %), subject-induced false alarms (SIFA; 19 %), tense-induced false alarms (TIFA; 30 %), and other types of false alarms (OTFA; 37 %). PBSD significantly outperforms the baseline keywords matching model on accuracy (0.68 vs 0.53, 28.3 %). It successfully amended 36.8 % (105/297) lexicon matching-caused false alarms. The reduction on recall was marginal (1 vs 0.96, 4 %). CONCLUSIONS: The proposed model significantly improves the use of lexicon-based method by reducing false alarms and improving the accuracy of suicidality detection. It can potentially reduce unnecessary panic and distraction caused by false alarms among frontline service-providers.
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Serviços de Saúde Mental , Suicídio , Humanos , Ideação Suicida , Software , AlgoritmosRESUMO
Isomalabaricanes are a small class of rearranged triterpenoids obtained from marine sponges. Most of these are cytotoxic to tumor cells, but the underlying mechanism is not clear. In this study, it was demonstrated that stellettin A (1), obtained from Geodia japonica, inhibited the growth of B16F10 murine melanoma cells by the induction of endoplasmic reticulum stress and accumulation of unfolded proteins. Immunoblotting analysis revealed abnormal glycosylation patterns of two melanoma marker proteins, tyrosinase and tyrosinase-related protein 1, and the retention of these proteins in the endoplasmic reticulum. Compound 1 induced the upregulation of the unfolded protein chaperone, glucose-regulated protein 78, in a dose-dependent manner. Increase of autophagosome-associated protein light chain 3 (LC3) in a membrane-bound form (LC3II) and its immunofluorescence co-localization with tyrosinase suggest the possible removal of deglycosylated and unfolded proteins by autophagy of the cells. There was no change in either the expression of the apoptosis marker protein Bcl-2 or the appearance of apoptotic nuclei in 1-treated cells. Taken together, 1 is an endoplasmic reticulum stressor that inhibits the growth of B16 melanoma cells by induction of abnormal protein glycosylation and autophagy.
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Antineoplásicos/isolamento & purificação , Antineoplásicos/farmacologia , Estresse do Retículo Endoplasmático/efeitos dos fármacos , Geodia/química , Triterpenos/isolamento & purificação , Triterpenos/farmacologia , Animais , Antineoplásicos/química , Apoptose/efeitos dos fármacos , Autofagia/efeitos dos fármacos , Relação Dose-Resposta a Droga , Ensaios de Seleção de Medicamentos Antitumorais , Glicosilação/efeitos dos fármacos , Humanos , Biologia Marinha , Melanoma Experimental/metabolismo , Camundongos , Estrutura Molecular , Triterpenos/químicaRESUMO
Geoditin A, an isomalabaricane triterpene isolated from marine sponge Geodia japonica, has been demonstrated to induce apoptosis in leukemia HL60 cells and human colon HT29 cancer cells through an oxidative stress, a process also interfering with normal melanogenesis in pigment cells. Treatment of murine melanoma B16 cells with geoditin A decreased expression of melanogenic proteins and cell melanogenesis which was aggravated with adenylate cyclase inhibitor SQ22536, indicating melanogenic inhibition was mediated through a cAMP-dependent signaling pathway. Immunofluorescence microscopy and glycosylation studies revealed abnormal glycosylation patterns of melanogenic proteins (tyrosinase and tyrosinase-related protein 1), and a co-localization of tyrosinase with calnexin (CNX) and lysosome-associated membrane protein 1 (LAMP-1), implicating a post-translational modification in the ER and a degradation of tyrosinase in the lysosome. Taken together, potent anti-melanogenic property and the relatively low cytotoxicity of geoditin A have demonstrated its therapeutic potential as a skin lightening agent.
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Antineoplásicos/farmacologia , Melanoma/tratamento farmacológico , Resorcinóis/farmacologia , Triterpenos/farmacologia , Animais , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Retículo Endoplasmático/efeitos dos fármacos , Retículo Endoplasmático/metabolismo , Retículo Endoplasmático/patologia , Geodia/metabolismo , Glicosilação/efeitos dos fármacos , Concentração Inibidora 50 , Levodopa/metabolismo , Lisossomos/efeitos dos fármacos , Lisossomos/metabolismo , Lisossomos/patologia , Melaninas/metabolismo , Melanoma/metabolismo , Melanoma/patologia , Camundongos , Monofenol Mono-Oxigenase/metabolismo , Proteínas de Neoplasias/metabolismo , Processamento de Proteína Pós-Traducional/efeitos dos fármacos , Espécies Reativas de Oxigênio/metabolismoRESUMO
We presented a case of diffuse-type tenosynovial giant cell tumour (DTSGCT) of foot masquerading as Langerhans cell histiocytosis. Preliminary diagnosis by needle biopsy was difficult due to the major involvement of bones and the overshadowing effect of the accompanying Langerhans cells. The complete curettage specimen with relevant immunohistochemistry and molecular tests made the final diagnosis of DTSGCT possible. The biomolecular mechanism for the masquerading phenomenon was explained by CSF1 overexpression in the neoplastic cells attracting migration and proliferation of CSF1R-positive Langerhans cells.