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1.
PLoS Pathog ; 19(1): e1011089, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36638143

RESUMO

Primary effusion lymphoma (PEL) caused by Kaposi sarcoma-associated herpesvirus (KSHV) is an aggressive malignancy with poor prognosis even under chemotherapy. Currently, there is no specific treatment for PEL therefore requiring new therapies. Both histone deacetylases (HDACs) and bromodomain-containing protein 4 (BRD4) have been found as therapeutic targets for PEL through inducing viral lytic reactivation. However, the strategy of dual targeting with one agent and potential synergistic effects have never been explored. In the current study, we first demonstrated the synergistic effect of concurrently targeting HDACs and BRD4 on KSHV reactivation by using SAHA or entinostat (HDACs inhibitors) and (+)-JQ1 (BRD4 inhibitor), which indicated dual blockage of HDACs/BRD4 is a viable therapeutic approach. We were then able to rationally design and synthesize a series of new small-molecule inhibitors targeting HDACs and BRD4 with a balanced activity profile by generating a hybrid of the key binding motifs between (+)-JQ1 and entinostat or SAHA. Upon two iterative screenings of optimized compounds, a pair of epimers, 009P1 and 009P2, were identified to better inhibit the growth of KSHV positive lymphomas compared to (+)-JQ1 or SAHA alone at low nanomolar concentrations, but not KSHV negative control cells or normal cells. Mechanistic studies of 009P1 and 009P2 demonstrated significantly enhanced viral reactivation, cell cycle arrest and apoptosis in KSHV+ lymphomas through dually targeting HDACs and BRD4 signaling activities. Importantly, in vivo preclinical studies showed that 009P1 and 009P2 dramatically suppressed KSHV+ lymphoma progression with oral bioavailability and minimal visible toxicity. These data together provide a novel strategy for the development of agents for inducing lytic activation-based therapies against these viruses-associated malignancies.


Assuntos
Herpesvirus Humano 8 , Linfoma de Efusão Primária , Sarcoma de Kaposi , Humanos , Fatores de Transcrição/metabolismo , Proteínas Nucleares/metabolismo , Inibidores de Histona Desacetilases/farmacologia , Herpesvirus Humano 8/fisiologia , Linhagem Celular Tumoral , Proteínas de Ciclo Celular/metabolismo
2.
J Immunol ; 210(1): 82-95, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36445332

RESUMO

Schistosomiasis remains an important public health concern. The eggs deposited in livers invoke a Th2-dominant response, which mediates the fibrotic granulomatous response. However, the mechanisms involved in this immunopathological process are still not perfectly clear. Here, we report a single-cell transcriptional landscape of longitudinally collected BALB/c mouse splenocytes at different time points after Schistosoma japonicum infection. We found that exhausted CD4+ T cells were enriched after infection, changing from coproducing multiple cytokines to predominantly producing the Th2 cytokine IL-4. Regulatory B cells had high expression of Fcrl5, Ptpn22, and Lgals1, potentially regulating exhausted CD4+ T cells via direct PD-1-PD-L2 and PD-1-PD-L1 interactions. Within the myeloid compartment, the number of precursor and immature neutrophils sharply increased after infection. Moreover, dendritic cells, macrophages, and basophils showed inhibitory interactions with exhausted CD4+ T cells. Besides, in mouse livers, we found that exhausted CD4+ T cells were distributed around egg granuloma, promoting collagen expression in primary mouse hepatic stellate cells via IL-4 secretion, resulting in liver fibrosis. Our study provides comprehensive characterization of the composition and cellular states of immune cells with disease progression, which will facilitate better understanding of the mechanism underlying liver fibrotic granulomatous response in schistosomiasis.


Assuntos
Schistosoma japonicum , Esquistossomose Japônica , Esquistossomose , Camundongos , Animais , Esquistossomose Japônica/metabolismo , Esquistossomose Japônica/patologia , Linfócitos T CD4-Positivos , Interleucina-4 , Receptor de Morte Celular Programada 1 , Exaustão das Células T , Cirrose Hepática/patologia , Fígado , Fibrose , Citocinas
3.
J Med Virol ; 96(2): e29457, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38318772

RESUMO

Lymphatic vessel endothelial hyaluronan receptor 1 (LYVE-1) serves as a prominent marker for lymphatic endothelial cells (LECs) and is pivotal in the process of lymphangiogenesis, a critical factor in cancer development and metastasis. Overexpression of LYVE-1 has been observed in various cancers, where it is recognized as an adverse prognostic indicator. Targeting LYVE-1 has demonstrated inhibitory effects on tumor cell proliferation, migration, and the formation of lymph node metastases both in vitro and in vivo. While extensive research has focused on the role of LYVE-1 in cancer cells, its involvement in virus infection and associated diseases remains largely unexplored. This review consolidates recent findings regarding the expression of LYVE-1 and its functions in lymphangiogenesis during various viral infections and the development of related diseases, with a particular emphasis on Kaposi's sarcoma herpesvirus. Despite the limited available data, it is evident that further studies are essential to comprehensively understand the contribution of LYVE-1 to viral pathogenesis and oncogenesis.


Assuntos
Neoplasias , Viroses , Humanos , Células Endoteliais/patologia , Receptores de Hialuronatos/metabolismo , Endotélio Linfático/metabolismo , Neoplasias/patologia , Viroses/patologia
4.
J Med Virol ; 96(3): e29532, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38497450

RESUMO

Human endogenous retroviruses (HERVs) constitute approximately 8% of the human genome and have long been regarded as silent passengers within our genomes. However, the reactivation of HERVs has been increasingly linked to a range of human diseases, particularly the HERV-K (HML-2) family. Many studies are dedicated to elucidating the potential role of HERV-K in pathogenicity. While the underlying mechanisms require further investigation, targeting HERV-K transactivation emerges as a promising avenue for treating human diseases, including cancer, autoimmune disorders, neurodegenerative conditions, and infectious diseases. In this review, we summarize recent advancements in the development of HERV-K-targeted therapeutic strategies against various human diseases, including antiretroviral drugs, immunotherapy, and vaccines.


Assuntos
Terapia Biológica , Retrovirus Endógenos , Humanos
5.
J Med Virol ; 96(1): e29363, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38178584

RESUMO

Oncovirus infections account for an estimated 12%-20% of human cancers worldwide. High-risk human papillomavirus (HPV) infection is the etiological agent of some malignancies such as cervical, oropharyngeal, anal, penile, vaginal, and vulvar cancers. However, HPV infection is not the only cause of these cancers or may not be sufficient to initiate cancer development. Actually, certain other risk factors including additional oncoviruses coinfections have been reported to increase the risk of patients exposed to HPV for developing different HPV-related cancers. In the current review, we summarize recent findings about coinfections with different oncoviruses in HPV+ patients from both clinical and mechanistic studies. We believe such efforts may lead to an interesting direction for improving our understanding and developing new treatments for virus-induced cancers.


Assuntos
Neoplasias do Ânus , Coinfecção , Neoplasias Orofaríngeas , Infecções por Papillomavirus , Neoplasias Penianas , Neoplasias do Colo do Útero , Masculino , Feminino , Humanos , Infecções por Papillomavirus/complicações , Coinfecção/complicações , Neoplasias Orofaríngeas/complicações , Neoplasias do Ânus/etiologia
6.
J Med Virol ; 96(3): e29534, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38501356

RESUMO

Human endogenous retrovirus sequences (HERVs) constitute up to 8% of the human genome, yet not all HERVs remain silent passengers within our genomes. Some HERVs, especially the HERV type K (HERV-K), have been found to be frequently transactivated in a variety of inflammatory diseases and human cancers. Np9, a 9-kDa HERV-K encoded protein, has been reported as an oncoprotein and found present in a variety of tumors and transformed cells. In the current study, we for the first time reported that ectopic expression of Np9 protein was able to induce DNA damage response from host cells especially through upregulation of γH2AX. Furthermore, we found that direct knockdown of Np9 by RNAi in Kaposi's Sarcoma-associated herpesvirus (KSHV) infected cells effectively reduced LANA expression, the viral major latent oncoprotein in vitro and in vivo, which may represent a novel strategy against virus-associated malignancies.


Assuntos
Retrovirus Endógenos , Herpesvirus Humano 8 , Neoplasias , Humanos , Retrovirus Endógenos/genética , Herpesvirus Humano 8/fisiologia , Proteínas Oncogênicas/genética , Proteínas Oncogênicas/metabolismo , Reparo do DNA
7.
Circ Res ; 130(10): 1550-1564, 2022 05 13.
Artigo em Inglês | MEDLINE | ID: mdl-35430873

RESUMO

BACKGROUND: Renal T cells contribute importantly to hypertension, but the underlying mechanism is incompletely understood. We reported that CD8Ts directly stimulate distal convoluted tubule cells (DCTs) to increase NCC (sodium chloride co-transporter) expression and salt reabsorption. However, the mechanistic basis of this pathogenic pathway that promotes hypertension remains to be elucidated. METHODS: We used mouse models of DOCA+salt (DOCA) treatment and adoptive transfer of CD8+ T cells (CD8T) from hypertensive animals to normotensive animals in in vivo studies. Co-culture of mouse DCTs and CD8Ts was used as in vitro model to test the effect of CD8T activation in promoting NCC-mediated sodium retention and to identify critical molecular players contributing to the CD8T-DCT interaction. Interferon (IFNγ)-KO mice and mice receiving renal tubule-specific knockdown of PDL1 were used to verify in vitro findings. Blood pressure was continuously monitored via radio-biotelemetry, and kidney samples were saved at experimental end points for analysis. RESULTS: We identified critical molecular players and demonstrated their roles in augmenting the CD8T-DCT interaction leading to salt-sensitive hypertension. We found that activated CD8Ts exhibit enhanced interaction with DCTs via IFN-γ-induced upregulation of MHC-I and PDL1 in DCTs, thereby stimulating higher expression of NCC in DCTs to cause excessive salt retention and progressive elevation of blood pressure. Eliminating IFN-γ or renal tubule-specific knockdown of PDL1 prevented T cell homing into the kidney, thereby attenuating hypertension in 2 different mouse models. CONCLUSIONS: Our results identified the role of activated CD8Ts in contributing to increased sodium retention in DCTS through the IFNγ-PDL1 pathway. These findings provide a new mechanism for T cell involvement in the pathogenesis of hypertension and reveal novel therapeutic targets.


Assuntos
Acetato de Desoxicorticosterona , Hipertensão , Animais , Linfócitos T CD8-Positivos/metabolismo , Acetato de Desoxicorticosterona/metabolismo , Acetato de Desoxicorticosterona/farmacologia , Modelos Animais de Doenças , Hipertensão/metabolismo , Túbulos Renais Distais/metabolismo , Túbulos Renais Distais/patologia , Camundongos , Sódio/metabolismo , Simportadores de Cloreto de Sódio/metabolismo , Cloreto de Sódio na Dieta
8.
Int J Legal Med ; 138(3): 849-858, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-37999766

RESUMO

Pulmonary fat embolism (PFE) as a cause of death often occurs in trauma cases such as fractures and soft tissue contusions. Traditional PFE diagnosis relies on subjective methods and special stains like oil red O. This study utilizes computational pathology, combining digital pathology and deep learning algorithms, to precisely quantify fat emboli in whole slide images using conventional hematoxylin-eosin (H&E) staining. The results demonstrate deep learning's ability to identify fat droplet morphology in lung microvessels, achieving an area under the receiver operating characteristic (ROC) curve (AUC) of 0.98. The AI-quantified fat globules generally matched the Falzi scoring system with oil red O staining. The relative quantity of fat emboli against lung area was calculated by the algorithm, determining a diagnostic threshold of 8.275% for fatal PFE. A diagnostic strategy based on this threshold achieved a high AUC of 0.984, similar to manual identification with special stains but surpassing H&E staining. This demonstrates computational pathology's potential as an affordable, rapid, and precise method for fatal PFE diagnosis in forensic practice.


Assuntos
Compostos Azo , Embolia Gordurosa , Embolia Pulmonar , Humanos , Amarelo de Eosina-(YS) , Embolia Pulmonar/diagnóstico , Embolia Pulmonar/complicações , Coloração e Rotulagem , Embolia Gordurosa/diagnóstico , Embolia Gordurosa/patologia
9.
Int J Legal Med ; 137(3): 875-886, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36797435

RESUMO

From the perspective of forensic wound age estimation, experiments related to skeletal muscle regeneration after injury have rarely been reported. Here, we examined the time-dependent expression patterns of multiple biomarkers associated with satellite cell fate, including the transcription factor paired box 7 (Pax7), myoblast determination protein (MyoD), myogenin, and insulin-like growth factor (IGF-1), using immunohistochemistry, western blotting, and quantitative real-time PCR in contused skeletal muscle. An animal model of skeletal muscle contusion was established in 30 Sprague-Dawley male rats, and another five rats were employed as non-contused controls. Morphometrically, the data obtained from the numbers of Pax7 + , MyoD + , and myogenin + cells were highly correlated with the wound age. Pax7, MyoD, myogenin, and IGF-1 expression patterns were upregulated after injury at both the mRNA and protein levels. Pax7, MyoD, and myogenin protein expression levels confirmed the results of the morphometrical analysis. Additionally, the relative quantity of IGF-1 protein > 0.92 suggested a wound age of 3 to 7 days. The relative quantity of Pax7 mRNA > 2.44 also suggested a wound age of 3 to 7 days. Relative quantities of Myod1, Myog, and Igf1 mRNA expression > 2.78, > 7.80, or > 3.13, respectively, indicated a wound age of approximately 3 days. In conclusion, the expression levels of Pax7, MyoD, myogenin, and IGF-1 were upregulated in a time-dependent manner during skeletal muscle wound healing, suggesting the potential for using them as candidate biomarkers for wound age estimation in skeletal muscle.


Assuntos
Contusões , Células Satélites de Músculo Esquelético , Ratos , Animais , Masculino , Miogenina/genética , Miogenina/metabolismo , Fator de Crescimento Insulin-Like I/genética , Fator de Crescimento Insulin-Like I/metabolismo , Ratos Sprague-Dawley , Músculo Esquelético/metabolismo , Contusões/metabolismo , Biomarcadores/metabolismo , RNA Mensageiro/metabolismo , Células Satélites de Músculo Esquelético/metabolismo , Proteína MyoD/genética , Proteína MyoD/metabolismo
10.
Fa Yi Xue Za Zhi ; 39(1): 7-12, 2023 Feb 25.
Artigo em Inglês, Zh | MEDLINE | ID: mdl-37038849

RESUMO

OBJECTIVES: To explore the difference in CT values between pulmonary thromboembolism and postmortem clot in postmortem CT pulmonary angiography (CTPA) to further improve the application value of virtual autopsy. METHODS: Postmortem CTPA data with the definite cause of death from 2016 to 2019 were collected and divided into pulmonary thromboembolism group (n=4), postmortem clot group (n=5), and control group (n=5). CT values of pulmonary trunk and left and right pulmonary artery contents in each group were measured and analyzed statistically. RESULTS: The average CT value in the pulmonary thromboembolism group and postmortem clot group were (168.4±53.8) Hu and (282.7±78.0) Hu, respectively, which were lower than those of the control group (1 193.0±82.9) Hu (P<0.05). The average CT value of the postmortem clot group was higher than that of the pulmonary thromboembolism group (P<0.05). CONCLUSIONS: CT value is reliable and feasible as a relatively objective quantitative index to distinguish pulmonary thromboembolism and postmortem clot in postmortem CTPA. At the same time, it can provide a scientific basis to a certain extent for ruling out pulmonary thromboembolism deaths.


Assuntos
Embolia Pulmonar , Trombose , Humanos , Autopsia , Embolia Pulmonar/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Angiografia , Cadáver
11.
J Cell Mol Med ; 26(9): 2557-2565, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35318805

RESUMO

Although small-cell lung cancer (SCLC) accounts for a small fraction of lung cancer cases (~15%), the prognosis of patients with SCLC is poor with an average overall survival period of a few months without treatment. Current treatments include standard chemotherapy, which has minimal efficacy and a newly developed immunotherapy that thus far, benefits a limited number of patients. In the current study, we screened a natural product library and identified 5 natural compounds, in particular tubercidin and lycorine HCl, that display prominent anti-SCLC activities in vitro and in vivo. Subsequent RNA-sequencing and functional validation assays revealed the anti-SCLC mechanisms of these new compounds, and further identified new cellular factors such as BCAT1 as a potential therapeutic target with clinical implication in SCLC patients. Taken together, our study provides promising new directions for fighting this aggressive lung cancer.


Assuntos
Neoplasias Pulmonares , Carcinoma de Pequenas Células do Pulmão , Alcaloides de Amaryllidaceae , Humanos , Imunoterapia , Fenantridinas , Carcinoma de Pequenas Células do Pulmão/tratamento farmacológico , Transaminases/uso terapêutico , Tubercidina/uso terapêutico
12.
Antimicrob Agents Chemother ; 66(3): e0239521, 2022 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-35041508

RESUMO

Recently, remdesivir and molnupiravir were approved for treating COVID-19 caused by SARS-CoV-2 infection. However, little is known about the impact of these drugs on other viruses preexisted in COVID-19 patients. Here we report that remdesivir but not molnupiravir induced lytic reactivation of Kaposi's sarcoma-associated herpesvirus (KSHV) and Epstein-Barr virus (EBV), two major oncogenic herpesviruses. Remdesivir induced mature virion production from latently infected cells. Mechanistic studies showed that remdesivir induced KSHV and EBV reactivation by regulating several intracellular signaling pathways.


Assuntos
Tratamento Farmacológico da COVID-19 , Infecções por Vírus Epstein-Barr , Herpesvirus Humano 8 , Monofosfato de Adenosina/análogos & derivados , Alanina/análogos & derivados , Herpesvirus Humano 4/fisiologia , Humanos , SARS-CoV-2 , Transdução de Sinais , Ativação Viral
13.
J Med Virol ; 94(11): 5103-5111, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-35819034

RESUMO

The outbreak of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which is the causative pathogen for the coronavirus disease 2019 (COVID-19) pandemic, has greatly stressed our healthcare system. In addition to severe respiratory and systematic symptoms, several comorbidities increase the risk of fatal disease outcomes, including chronic viral infections. Increasing cases of lytic reactivation of human herpesviruses in COVID-19 patients and vaccinated people have been reported recently. SARS-CoV2 coinfection, COVID-19 treatments, and vaccination may aggravate those herpesvirus-associated diseases by reactivating the viruses in latently infected host cells. In this review, we summarize recent clinical findings and limited mechanistic studies regarding the relationship between SARS-CoV-2 and different human herpesviruses that suggest an ongoing potential threat to human health in the postpandemic era.


Assuntos
COVID-19 , Herpesviridae , Humanos , Pandemias , RNA Viral , SARS-CoV-2
14.
Blood ; 136(19): 2175-2187, 2020 11 05.
Artigo em Inglês | MEDLINE | ID: mdl-32518949

RESUMO

Primary effusion lymphoma (PEL) is an aggressive malignancy with poor prognosis even under chemotherapy. Kaposi sarcoma-associated herpesvirus (KSHV), one of the human oncogenic viruses, is the principal causative agent. Currently, there is no specific treatment for PEL; therefore, developing new therapies is of great importance. Sphingolipid metabolism plays an important role in determining the fate of tumor cells. Our previous studies have demonstrated that there is a correlation between sphingolipid metabolism and KSHV+ tumor cell survival. To further develop sphingolipid metabolism-targeted therapy, after screening a series of newly synthesized ceramide analogs, here, we have identified compounds with effective anti-PEL activity. These compounds induce significant PEL apoptosis, cell-cycle arrest, and intracellular ceramide production through regulation of ceramide synthesizing or ceramide metabolizing enzymes and dramatically suppress tumor progression without visible toxicity in vivo. These new compounds also increase viral lytic gene expression in PEL cells. Our comparative transcriptomic analysis revealed their mechanisms of action for inducing PEL cell death and identified a subset of novel cellular genes, including AURKA and CDCA3, controlled by sphingolipid metabolism, and required for PEL survival with functional validation. These data provide the framework for the development of promising sphingolipid-based therapies against this virus-associated malignancy.


Assuntos
Aurora Quinase A/metabolismo , Ceramidas/farmacologia , Herpesvirus Humano 8/patogenicidade , Linfoma de Efusão Primária/tratamento farmacológico , Sarcoma de Kaposi/complicações , Esfingolipídeos/farmacologia , Animais , Apoptose , Aurora Quinase A/genética , Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/metabolismo , Sobrevivência Celular , Ceramidas/química , Feminino , Perfilação da Expressão Gênica , Humanos , Linfoma de Efusão Primária/etiologia , Linfoma de Efusão Primária/metabolismo , Linfoma de Efusão Primária/patologia , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Sarcoma de Kaposi/virologia , Células Tumorais Cultivadas , Replicação Viral , Ensaios Antitumorais Modelo de Xenoenxerto
15.
Fa Yi Xue Za Zhi ; 38(1): 53-58, 2022 Feb 25.
Artigo em Inglês, Zh | MEDLINE | ID: mdl-35725704

RESUMO

OBJECTIVES: To explore the application value of virtual autopsy to obtain key evidence information on drowned corpses and its application value of virtual autopsy in the diagnosis of drowning. METHODS: In this study, 7 corpses were selected as the research objects. The image data of corpses were collected by computed tomography (CT) before conventional autopsy. The characteristics of corpses were observed through image reading, combined with virtual measurement indexes, and compared with 15 non-drowned corpses. RESULTS: The postmortem CT of drowning showed the more fluid in respiratory tract than the non-drowning, and ground-glass opacities in the lung. The statistical volume of fluid in the sinus (maxillary sinus and sphenoid sinus) was (10.24±4.70) mL in drowning cases and (2.02±2.45) mL in non-drowning cases. The average CT value of fluid in the sinus, left atrial blood and gastric contents in drowning cases were (15.91±17.20), (52.57±9.24) and (10.33±12.81) HU, respectively, which were lower than those in non-drowning cases (P<0.05). CONCLUSIONS: The comprehensive consideration of multiple characteristic image manifestations and the virtual measurement indexes are helpful to the forensic pathological diagnosis of drowning. Virtual autopsy can be used as an auxiliary method in the forensic diagnosis of drowning.


Assuntos
Afogamento , Autopsia/métodos , Cadáver , Afogamento/diagnóstico por imagem , Patologia Legal/métodos , Humanos , Tomografia Computadorizada por Raios X/métodos
16.
Fa Yi Xue Za Zhi ; 38(1): 14-19, 2022 Feb 25.
Artigo em Inglês, Zh | MEDLINE | ID: mdl-35725699

RESUMO

Diatom test is the main laboratory test method in the diagnosis of drowning in forensic medicine. It plays an important role in differentiating the antemortem drowning from the postmortem drowning and inferring drowning site. Artificial intelligence (AI) automatic diatom test is a technological innovation in forensic drowning diagnosis which is based on morphological characteristics of diatom, the application of AI algorithm to automatic identification and classification of diatom in tissues and organs. This paper discusses the morphological diatom test methods and reviews the research progress of automatic diatom recognition and classification involving AI algorithms. AI deep learning algorithm can assist diatom testing to obtain objective, accurate, and efficient qualitative and quantitative analysis results, which is expected to become a new direction of diatom testing research in the drowning of forensic medicine in the future.


Assuntos
Diatomáceas , Afogamento , Inteligência Artificial , Autopsia , Afogamento/diagnóstico , Humanos , Pulmão
17.
Fa Yi Xue Za Zhi ; 38(1): 31-39, 2022 Feb 25.
Artigo em Inglês, Zh | MEDLINE | ID: mdl-35725701

RESUMO

OBJECTIVES: To select four algorithms with relatively balanced complexity and accuracy among deep learning image classification algorithms for automatic diatom recognition, and to explore the most suitable classification algorithm for diatom recognition to provide data reference for automatic diatom testing research in forensic medicine. METHODS: The "diatom" and "background" small sample size data set (20 000 images) of digestive fluid smear of corpse lung tissue in water were built to train, validate and test four convolutional neural network (CNN) models, including VGG16, ResNet50, InceptionV3 and Inception-ResNet-V2. The receiver operating characteristic curve (ROC) of subjects and confusion matrixes were drawn, recall rate, precision rate, specificity, accuracy rate and F1 score were calculated, and the performance of each model was systematically evaluated. RESULTS: The InceptionV3 model achieved much better results than the other three models with a balanced recall rate of 89.80%, a precision rate of 92.58%. The VGG16 and Inception-ResNet-V2 had similar diatom recognition performance. Although the performance of diatom recall and precision detection could not be balanced, the recognition ability was acceptable. ResNet50 had the lowest diatom recognition performance, with a recall rate of 55.35%. In terms of feature extraction, the four models all extracted the features of diatom and background and mainly focused on diatom region as the main identification basis. CONCLUSIONS: Including the Inception-dependent model, which has stronger directivity and targeting in feature extraction of diatom. The InceptionV3 achieved the best performance on diatom identification and feature extraction compared to the other three models. The InceptionV3 is more suitable for daily forensic diatom examination.


Assuntos
Aprendizado Profundo , Diatomáceas , Algoritmos , Humanos , Redes Neurais de Computação , Curva ROC
18.
J Cell Mol Med ; 25(6): 2795-2805, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33539648

RESUMO

Although the Eukaryotic Translation Initiation Factor 4 Gamma 1 (EIF4G1) has been found overexpressed in a variety of cancers, its role in non-small cell lung cancers (NSCLC) pathogenesis especially in immunoregulatory functions, its clinical relevance and therapeutic potential remain largely unknown. By using cancer patients tissue assays, the results indicate that EIF4G1 expressional levels are much higher in NSCLC tissues than in adjacent or normal lung tissues, which are also associated with NSCLC patient survival. By using an RNA-Sequencing based pipeline, the data show that EIF4G1 has a significant association with immune checkpoint molecules such as PD-1/PD-L1 in NSCLC. EIF4G1 small-molecule inhibitors effectively repress NSCLC growth in cell culture and xenograft animal models. Protein array results identify the signature of proteins controlled by EIF4G1 in NSCLC cells, in which new candidates such as MUC1 and NRG1 are required for NSCLC survival and tumorigenesis with clinical relevance. Taken together, these results have for the first time demonstrated the immunoregulatory functions, clinical relevance and therapeutic potential of the EIF4G1 network in NSCLC, which may represent a promising and novel target to improve lung cancer treatment.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/genética , Fator de Iniciação Eucariótico 4G/genética , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Neoplasias Pulmonares/genética , Animais , Biomarcadores Tumorais , Carcinoma Pulmonar de Células não Pequenas/metabolismo , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Carcinoma Pulmonar de Células não Pequenas/patologia , Linhagem Celular Tumoral , Proliferação de Células , Sobrevivência Celular , Modelos Animais de Doenças , Progressão da Doença , Fator de Iniciação Eucariótico 4G/metabolismo , Humanos , Proteínas de Checkpoint Imunológico/genética , Proteínas de Checkpoint Imunológico/metabolismo , Imuno-Histoquímica , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/patologia , Camundongos , Ensaios Antitumorais Modelo de Xenoenxerto
19.
J Virol ; 94(22)2020 10 27.
Artigo em Inglês | MEDLINE | ID: mdl-32847852

RESUMO

The Epstein-Barr virus (EBV) immediate early transactivator Zta plays a key role in regulating the transition from latency to the lytic replication stages of EBV infection. Regulation of Zta is known to be controlled through a number of transcriptional and posttranscriptional events. Here, we show that Zta is targeted for ubiquitin modification and that this can occur in EBV-negative and in EBV-infected cells. Genetic studies show critical roles for both an amino-terminal region of Zta and the basic DNA binding domain of Zta in regulating Zta ubiquitination. Pulse-chase experiments demonstrate that the bulk population of Zta is relatively stable but that at least a subset of ubiquitinated Zta molecules are targeted for degradation in the cell. Mutation of four out of a total of nine lysine residues in Zta largely abrogates its ubiquitination, indicating that these are primary ubiquitination target sites. A Zta mutant carrying mutations at these four lysine residues (lysine 12, lysine 188, lysine 207, and lysine 219) cannot induce latently infected cells to produce and/or release infectious virions. Nevertheless, this mutant can induce early gene expression, suggesting a possible defect at the level of viral replication or later in the lytic cascade. As far as we know, this is the first study that has investigated the targeting of Zta by ubiquitination or its role in Zta function.IMPORTANCE Epstein-Barr virus (EBV) is a ubiquitous human pathogen and associated with various human diseases. EBV undergoes latency and lytic replication stages in its life cycle. The transition into the lytic replication stage, at which virus is produced, is mainly regulated by the viral gene product, Zta. Therefore, the regulation of Zta function becomes a central issue regarding viral biology and pathogenesis. Known modifications of Zta include phosphorylation and sumoylation. Here, we report the role of ubiquitination in regulating Zta function. We found that Zta is subjected to ubiquitination in both EBV-infected and EBV-negative cells. The ubiquitin modification targets 4 lysine residues on Zta, leading to both mono- and polyubiquitination of Zta. Ubiquitination of Zta affects the protein's stability and likely contributes to the progression of viral lytic replication. The function and fate of Zta may be determined by the specific lysine residue being modified.


Assuntos
Herpesvirus Humano 4/genética , Herpesvirus Humano 4/fisiologia , Transativadores/genética , Transativadores/metabolismo , Ubiquitina/metabolismo , Linhagem Celular , Infecções por Vírus Epstein-Barr/virologia , Regulação Viral da Expressão Gênica , Humanos , Mutação , Regiões Promotoras Genéticas , Ligação Proteica , Domínios Proteicos , Proteínas Virais/genética , Proteínas Virais/metabolismo , Replicação Viral
20.
PLoS Pathog ; 15(12): e1008156, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31790497

RESUMO

Kaposi's sarcoma-associated herpesvirus (KSHV) causes several human cancers, such as Kaposi's sarcoma (KS) and primary effusion lymphoma (PEL). Current treatment options for KSHV infection and virus associated diseases are sometimes ineffective, therefore, more effectively antiviral agents are urgently needed. As a herpesvirus, lytic replication is critical for KSHV pathogenesis and oncogenesis. In this study, we have established a high-throughput screening assay by using an inducible KSHV+ cell-line, iSLK.219. After screening a compound library that consisted of 1280 Food and Drug Administration (FDA)-approved drugs, 15 hit compounds that effectively inhibited KSHV virion production were identified, most of which have never been reported with anti-KSHV activities. Interestingly, 3 of these drugs target histamine receptors or signaling. Our data further confirmed that antagonists targeting different histamine receptors (HxRs) displayed excellent inhibitory effects on KSHV lytic replication from induced iSLK.219 or BCBL-1 cells. In contrast, histamine and specific agonists of HxRs promoted viral lytic replication from induced iSLK.219 or KSHV-infected primary cells. Mechanistic studies indicated that downstream MAPK and PI3K/Akt signaling pathways were required for histamine/receptors mediated promotion of KSHV lytic replication. Direct knockdown of HxRs in iSLK.219 cells effectively blocked viral lytic gene expression during induction. Using samples from a cohort of HIV+ patients, we found that the KSHV+ group has much higher levels of histamine in their plasma and saliva than the KSHV- group. Taken together, our data have identified new anti-KSHV agents and provided novel insights into the molecular bases of host factors that contribute to lytic replication and reactivation of this oncogenic herpesvirus.


Assuntos
Antivirais/farmacologia , Herpesvirus Humano 8/efeitos dos fármacos , Histamina/metabolismo , Sarcoma de Kaposi/virologia , Ativação Viral/efeitos dos fármacos , Avaliação Pré-Clínica de Medicamentos , Herpesvirus Humano 8/fisiologia , Ensaios de Triagem em Larga Escala , Humanos , Receptores Histamínicos/metabolismo , Transdução de Sinais/fisiologia , Ativação Viral/fisiologia , Latência Viral/efeitos dos fármacos , Latência Viral/fisiologia
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