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1.
Meat Sci ; 204: 109267, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37392733

RESUMO

In sheep, the effect of tryptophan (Trp) on behavioural traits that are associated with temperament and any effects on production traits is unknown. The hypothesis of this study is that the supplementation of Trp would improve temperament by enhancing serotonin production, which is beneficial to meat production subsequently in sheep. Twelve ewes that had the lowest and 12 ewes that had the highest behavioural responses to human contact were selected into the calm and the nervous groups respectively. Then, the ewes from each group were equally assigned into two treatments that were treated with the basal diet and the diet with extra 90 mg/kg/d Trp for 30 d. The temperament traits, the growth performance, the biochemicals that are related to health the slaughter performance and meat quality were measured at the end of feeding experiment. The findings in this study suggested the Hu sheep with calm temperament would experience less stress during production, resulting in less oxidative stress, better growth performance, slaughter traits and carcass traits, compared to the nervous sheep. Meanwhile, the dietary supplementation of Trp reduced stress responses by enhancing production of 5-HT in sheep from the nervous group which is beneficial to improve the production traits that mentioned above.


Assuntos
Antioxidantes , Triptofano , Humanos , Animais , Ovinos , Feminino , Triptofano/farmacologia , Dieta/veterinária , Carne , Fenótipo , Ração Animal/análise
2.
Adv Sci (Weinh) ; 10(26): e2301538, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37401155

RESUMO

Abnormal resumption of meiosis and decreased oocyte quality are hallmarks of maternal aging. Transcriptional silencing makes translational control an urgent task during meiosis resumption in maternal aging. However, insights into aging-related translational characteristics and underlying mechanisms are limited. Here, using multi-omics analysis of oocytes, it is found that translatomics during aging is related to changes in the proteome and reveals decreased translational efficiency with aging phenotypes in mouse oocytes. Translational efficiency decrease is associated with the N6-methyladenosine (m6A) modification of transcripts. It is further clarified that m6A reader YTHDF3 is significantly decreased in aged oocytes, inhibiting oocyte meiotic maturation. YTHDF3 intervention perturbs the translatome of oocytes and suppress the translational efficiency of aging-associated maternal factors, such as Hells, to affect the oocyte maturation. Moreover, the translational landscape is profiled in human oocyte aging, and the similar translational changes of epigenetic modifications regulators between human and mice oocyte aging are observed. In particular, due to the translational silence of YTHDF3 in human oocytes, translation activity is not associated with m6A modification, but alternative splicing factor SRSF6. Together, the findings profile the specific translational landscapes during oocyte aging in mice and humans, and uncover non-conservative regulators on translation control in meiosis resumption and maternal aging.


Assuntos
Multiômica , Oócitos , Humanos , Camundongos , Animais , Idoso , Meiose/genética , Adenosina , Fatores de Processamento de Serina-Arginina , Fosfoproteínas
3.
J Reprod Immunol ; 155: 103787, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36603465

RESUMO

Embryo implantation is a key step in human reproduction, and the endometrium plays a key role in this process. Changes in the receptive state of the endometrium are one of the main reasons for embryo implantation failure. However, the mechanism underlying the altered endometrial receptivity remains unclear. In this study, we recruited 140 women undergoing assisted reproductive technology and divided them into a shifting group and a normal group based on their embryo implantation window results. Endometrial transcriptome data suggested that changes in the remodeling process of decidual spiral arterioles and changes in the immune environment might be important mechanisms of implantation window shift. The functional enrichment analysis results also suggested that the changes in microbiota had an important role in the changes in endometrial status. The endometrial functionally active microbial profiles were obtained based on previously validated metatranscriptomic analysis pipelines. Combining host gene expression information, immune cell abundance information and functionally active microbial abundance and activity information, we found that Treponema succinifaciens, Fusobacterium sp. oral taxon 203 and other potentially harmful species may over-activate Eicosapentaenoic acid (EPA) biosynthesis Thus, the balance of the immune environment of the endometrium is disrupted, resulting in the shift of the implantation window and the failure of embryo implantation.


Assuntos
Ácido Eicosapentaenoico , Endométrio , Feminino , Humanos , Ácido Eicosapentaenoico/metabolismo , Implantação do Embrião , Homeostase , Transcriptoma
4.
J Reprod Immunol ; 156: 103796, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36696783

RESUMO

Platelet-rich plasma (PRP) treatment proven to improve fertility outcomes in patients with a poor endometrial environment. However, the mechanism is not yet clear. In this study, we recruited 6 patients with infertility due to IUA and 6 normal control women. The subjects in the IUA group collected samples before and after PRP treatment. Endometrial receptivity was improved after PRP treatment. After PRP treatment, the endometrial NK cells, CD8 T cells and Th1 cells were significantly lower than those before treatment. Functional enrichment analysis suggested that the effects of changes in microbial composition played an important role in changes in the endometrial immune environment. Among them, the most significant difference was Bacillus. Our self-controlled cohort in this study can fully describe the detailed mechanism by which PRP treatment improves the endometrial environment.


Assuntos
Plasma Rico em Plaquetas , Doenças Uterinas , Humanos , Feminino , Doenças Uterinas/terapia , Endométrio , Fertilidade
5.
J Reprod Immunol ; 155: 103782, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36502684

RESUMO

OBJECTIVES: To investigate the association between the pregnancy outcomes of in vitro fertilization/intracytoplasmic sperm injection (IVF/ICSI) patients with repeated implantation failure (RIF) and their endometrial microbiota profiles. METHODS: One hundred and forty-one RIF patients were recruited in this retrospective study. Endometrial tissues were sampled using a disposable sterile endometrium sampler. Comprehensive next-generation sequencing techniques were used to detect the endometrial bacteria status, and the pregnancy outcomes were analyzed. RESULTS: Endometrial pathogenic bacteria were detected in 125 patients (88.70%, the pathogenic group) while no relevant pathogen was found in the remaining 16 (11.30%, the no-pathogen group). All the 125 patients received the treatment of oral antibiotics for 14 days. Clinical pregnancy rates and ongoing pregnancy rates were higher in the pathogenic group than in the no-pathogen group without statistical significance (50.40% vs. 37.50%, P>0.05; 42.40% vs. 25%, P>0.05). CONCLUSION: In the endometrium of most RIF patients existed pathogenic bacteria, among which Streptococcus, Staphylococcus, Neisseria, and Klebsiella were most frequently observed, and the sensitive antibiotic therapy might improve clinical outcomes of the RIF patients in subsequent embryo transfer cycles.


Assuntos
Microbiota , Resultado da Gravidez , Gravidez , Feminino , Humanos , Masculino , Estudos Retrospectivos , Sêmen , Fertilização in vitro/métodos , Endométrio/patologia , Taxa de Gravidez , Implantação do Embrião
6.
Front Endocrinol (Lausanne) ; 13: 932339, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36171908

RESUMO

Background: Endometriosis negatively affects fertility, and it is a common disease in assisted reproductive practice. Surgical removal of endometriotic lesions is widely carried out to relieve symptoms and promote fertility. But it is not intensively investigated what changes in the secretory eutopic endometrium of patients with endometriosis after surgery. Methods: Eighteen patients with stage III/IV endometriosis were included in the study, and they were divided into the untreated group and the treated group (6 vs. 12). Basic clinical data were compared, and transcriptomic data of the secretory eutopic endometrium were analyzed with DESeq2, Cytoscape, ClueGO, CluePedia, and Gene Set Enrichment Analysis (GSEA). CIBERSORT was used to calculate the relative abundance of 22 immune cells in the samples. Results: We determined 346 differentially expressed genes (DEGs) using DESeq2. These DEGs were used to enrich seven Gene Ontology terms including three associated with immune processes and one correlated to prostaglandin using ClueGO and CluePedia. GSEA enriched 28 Gene Ontology terms in the treated group mainly associated with immune and blood pressure regulation process. Compared to the untreated group, the relative abundance of resting CD4+ memory T cells [0.218 (0.069, 0.334) vs. 0.332 (0.181, 0.429), P = 0.022] and the even less abundant memory B cells [0.001 (0.000, 0.083) vs. 0.033 (0.007, 0.057), P = 0.049] are significantly decreased in the treated group. Conclusion: Surgical treatment of stage III/IV endometriosis influences some genes and biological processes related to endometrial receptivity, but more evidence is needed.


Assuntos
Endometriose , Endometriose/complicações , Endometriose/genética , Endometriose/cirurgia , Endométrio/patologia , Endométrio/cirurgia , Feminino , Perfilação da Expressão Gênica , Humanos , Prostaglandinas , Transcriptoma
7.
J Assist Reprod Genet ; 39(9): 2169-2178, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35881269

RESUMO

AIM: To learn about the interaction between endometrial microbiota and host gene regulation in recurrent implantation failure. METHODS: The endometrial microbiota of 111 patients (RIF, 75; CON, 36) was analyzed by using 16 s rRNA sequencing technology. Transcriptome sequencing analysis of the endometrial of 60 patients was performed by using high-throughput sequencing. RESULTS: We found that the structure and composition of endometrium microbiota community of RIF patients were significantly different from those in control group. The abnormality of microbial structure and composition might interfere with the implantation of embryos by affecting the immune adaptation of the endometrium and the formation of endometrial blood vessels. CONCLUSIONS: Our research described the host-microbe interaction in RIF. The structure and composition of endometrium microbiota community of RIF patients were significantly different from those in CON group. The abnormality of microbial structure and composition might interfere with the implantation of embryos by affecting the immune adaptation of the endometrium and the formation of endometrial blood vessels.


Assuntos
Endométrio , Microbiota , Implantação do Embrião/genética , Feminino , Perfilação da Expressão Gênica , Humanos , Microbiota/genética
8.
J Assist Reprod Genet ; 39(9): 2143-2151, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35881273

RESUMO

BACKGROUND: To explore the differences between a population with premature endometrial aging and a population with normal endometrial status in young women with recurrent implantation failure (< 35 years). METHODS: Systematic analysis of the endometrium transcriptome of 274 RIF women. The NMF algorithm was used for classification based on endometrial-specific aging markers in CellAge, and the endometrial receptivity, gene expression patterns, and clinical data were compared between the classifications. RESULTS: Two hundred forty-five young RIF women could be divided into two clusters, in which the aging gene expression pattern of cluster 2 was closer to the reference cluster. Cluster 1 was characterized by high immune activity, while cluster 2 was characterized by high metabolic activity. Combined with clinical data, cluster 2 was worse than cluster 1 in window of implantation deviation rate and endometrial receptivity. CONCLUSION: Premature aging of the endometrium exists in young women with RIF, and premature aging of the endometrium was associated with poor reproductive outcomes.


Assuntos
Senilidade Prematura , Infertilidade Feminina , Envelhecimento/genética , Senilidade Prematura/metabolismo , Biomarcadores/metabolismo , Implantação do Embrião/genética , Endométrio/metabolismo , Feminino , Humanos , Infertilidade Feminina/genética , Infertilidade Feminina/metabolismo
9.
Int Immunopharmacol ; 107: 108717, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35334358

RESUMO

Gut microbiota dysbiosis is critical in the etiology of polycystic ovary syndrome (PCOS). However, the mechanisms of gut microbiota in PCOS pathogenesis have not been fully elucidated. We aimed to explore the role of gut microbiota-derived macrophage pyroptosis in PCOS. This study conducted dehydroepiandrosterone (DHEA) induced PCOS mice model, 16S rDNA sequencing, western blot, genetic knocking out, transcriptome and translatome profiling, et al. to evaluate the underlying mechanisms. 16S rDNA sequencing showed reduced gut Akkermansia and elevated gram-negative bacteria (Desulfovibrio and Burkholderia) abundances in DHEA induced PCOS mice, which was accompanied by increased serum lipopolysaccharide (LPS). LPS could induce macrophage pyroptosis in mice ovaries, also activated in PCOS. Gasdermin D (GSDMD) is the final executor of macrophage pyroptosis. We demonstrated that Gsdmd knockout in mice could dramatically ameliorate PCOS. Mechanistically, transcriptome and translatome profiling revealed that macrophage pyroptosis disrupted estrogen production and promoted apoptosis of granulosa cells. Interferon (IFN)-γ, which was elevated in PCOS mice serum and ovaries, enhanced macrophage pyroptosis and exacerbated its effect on estrogen receptor in granulosa cells. Inspiringly, we identified that disulfiram and metformin could augment gut Akkermansia abundance, reduce serum IFN-γ level, inhibit macrophage pyroptosis in ovaries, therefore ameliorating PCOS. Collectively, this study emphasizes that macrophage pyroptosis, which was induced by gut microbiota dysbiosis and enhanced by IFN-γ, plays a key role in PCOS pathogenesis through estrogen synthesis dysfunction and apoptosis of granulosa cells. Disulfiram and metformin, which enhanced gut Akkermansia abundance and suppressed macrophage pyroptosis, may be considered as potential therapeutic strategies for PCOS.


Assuntos
Microbioma Gastrointestinal , Metformina , Síndrome do Ovário Policístico , Animais , Apoptose , DNA Ribossômico/farmacologia , Desidroepiandrosterona/efeitos adversos , Dissulfiram/efeitos adversos , Disbiose/microbiologia , Estrogênios/farmacologia , Feminino , Microbioma Gastrointestinal/fisiologia , Células da Granulosa/patologia , Humanos , Lipopolissacarídeos/farmacologia , Macrófagos/patologia , Metformina/farmacologia , Camundongos , Síndrome do Ovário Policístico/complicações , Síndrome do Ovário Policístico/tratamento farmacológico , Piroptose
10.
Genes (Basel) ; 13(2)2022 01 25.
Artigo em Inglês | MEDLINE | ID: mdl-35205261

RESUMO

(1) Background: Endometrial cancer is the most prevalent cause of gynecological malignant tumor worldwide. The prognosis of endometrial carcinoma patients with distant metastasis is poor. (2) Method: The RNA-Seq expression profile and corresponding clinical data were downloaded from the Cancer Genome Atlas database and the Gene Expression Omnibus databases. To predict patients' overall survival, a 9 EMT-related genes prognosis risk model was built by machine learning algorithm and multivariate Cox regression. Expressions of nine genes were verified by RT-qPCR. Responses to immune checkpoint blockades therapy and drug sensitivity were separately evaluated in different group of patients with the risk model. (3) Endometrial carcinoma patients were assigned to the high- and low-risk groups according to the signature, and poorer overall survival and disease-free survival were showed in the high-risk group. This EMT-related gene signature was also significantly correlated with tumor purity and immune cell infiltration. In addition, eight chemical compounds, which may benefit the high-risk group, were screened out. (4) Conclusions: We identified a novel EMT-related gene signature for predicting the prognosis of EC patients. Our findings provide potential therapeutic targets and compounds for personalized treatment. This may facilitate decision making during endometrial carcinoma treatment.


Assuntos
Neoplasias do Endométrio , Transição Epitelial-Mesenquimal , Biomarcadores Tumorais/metabolismo , Neoplasias do Endométrio/genética , Transição Epitelial-Mesenquimal/genética , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Prognóstico
11.
Front Cell Dev Biol ; 9: 727286, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34631710

RESUMO

Objective: In this study, we mainly explored two questions: Which microorganisms were functionally active in the endometrium of patients with endometrial cancer (EC)? What kind of response did the human host respond to functionally active microorganisms? Methods: Nine endometrial cancer patients and eight normal subjects were included in this study. HMP Unified Metabolic Analysis Network 3 (HUMAnN3) was used to obtain functional information of microorganisms. In addition, metaCyc-based GSEA functional enrichment analysis was used to obtain information on the metabolic pathways of the human host. At the same time, the O2PLS model and Spearman correlation analysis were used to analyze the microorganisms-host interaction. Results: With the novel metatranscriptome analysis pipeline, we described the composition of more than 5,000 functionally active microorganisms and analyzed the difference in microorganisms between the EC and the normal group. Our research found that these microorganisms were involved in part of the metabolic process of endometrial cancer, such as 6-sulfo-sialyl Lewis x epitope, N-acetyl-beta-glucosaminyl. In addition, the host-microbiota crosstalk of EC endometrium also included many biological processes, mainly functions related to tumor migration and the Apelin signaling pathway. Conclusion: The functionally active microorganisms in the EC endometrium played an essential role in the occurrence and migration of tumors. This meant that functionally active microorganisms could not be ignored in the treatment of endometrial cancer. This study helped to better understand the possible role of endometrial functional, active microorganisms in the occurrence and development of EC in patients with endometrial cancer and provided new information for new attempts to treat EC.

12.
Front Immunol ; 12: 748447, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34671363

RESUMO

Objective: To investigate the Interaction between chronic endometritis (CE) caused endometrial microbiota disorder and endometrial immune environment change in recurrent implantation failure (RIF). Method: Transcriptome sequencing analysis of the endometrial of 112 patients was preform by using High-Throughput Sequencing. The endometrial microbiota of 43 patients was analyzed by using 16s rRNA sequencing technology. Result: In host endometrium, CD4 T cell and macrophage exhibited significant differences abundance between CE and non-CE patients. The enrichment analysis indicated differentially expressed genes mainly enriched in immune-related functional terms. Phyllobacterium and Sphingomonas were significantly high infiltration in CE patients, and active in pathways related to carbohydrate metabolism and/or fat metabolism. The increased synthesis of lipopolysaccharide, an important immunomodulator, was the result of microbial disorders in the endometrium. Conclusion: The composition of endometrial microorganisms in CE and non-CE patients were significantly different. Phyllobacterium and Sphingomonas mainly regulated immune cells by interfering with the process of carbohydrate metabolism and/or fat metabolism in the endometrium. CE endometrial microorganisms might regulate Th17 response and the ratio of Th1 to Th17 through lipopolysaccharide (LPS).


Assuntos
Aborto Habitual/microbiologia , Endometrite/microbiologia , Endométrio/microbiologia , Transcriptoma , Aborto Habitual/imunologia , Metabolismo dos Carboidratos , Implantação do Embrião , Transferência Embrionária , Endometrite/imunologia , Endometrite/metabolismo , Endométrio/imunologia , Endométrio/metabolismo , Feminino , Regulação da Expressão Gênica no Desenvolvimento , Ontologia Genética , Redes Reguladoras de Genes , Interações Hospedeiro-Patógeno , Humanos , Metabolismo dos Lipídeos , Lipopolissacarídeos/imunologia , Phyllobacteriaceae/genética , Phyllobacteriaceae/isolamento & purificação , Phyllobacteriaceae/fisiologia , RNA Bacteriano/genética , RNA Ribossômico 16S/genética , RNA-Seq , Sphingomonas/genética , Sphingomonas/isolamento & purificação , Sphingomonas/fisiologia , Células Th1/imunologia , Células Th17/imunologia
13.
Comput Math Methods Med ; 2021: 6653295, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33859719

RESUMO

BACKGROUND: Cancer stem cells play an important role in endometrial cancer (EC). It is closely related to self-renewal and therapeutic resistance of EC. METHODS: In this study, WGCNA (weighted gene coexpression network analysis) was used to analyze the relationship between genes and clinical features. We also performed immune cell infiltration analysis of a key module by using ImmuCellAI (Immune Cell Abundance Identifier). Then, key genes were verified in the GEO database. Finally, causal relationship analysis and protein-protein interaction analysis were performed in DisNor tool and STRING. RESULT: The mRNA expression-based stemness index (mRNAsi) is significantly lower in normal tissues and is significantly higher in individuals with stage IV or high-grade cancer and those who are obese or postmenopausal. Nineteen key genes (ORC6, C1orf112, RAD54L, SGO2, BUB1, PLK4, KIF18B, BUB1B, TTK, NCAPG, XRCC2, CENPF, KIF15, RACGAP1, ARHGAP11A, TPX2, KIF14, KIF4A, and NCAPH) that were enriched mainly in terms related to the cell cycle and DNA replication were selected by weighted gene coexpression network analysis (WGCNA). Based on the key modules, the numbers of NKT cells, NK cells, and neutrophils in the normal group were significantly higher than those in the cancer group. PLK1, CDK1, and MAD2L1, which were correlated with upstream genes, may be an regulated upstream of key genes. CONCLUSION: PLK1, CDK1, and MAD2L1 which were strongly correlated with upstream genes may be a regulated upstream of key genes.


Assuntos
Neoplasias do Endométrio/genética , Células-Tronco Neoplásicas/metabolismo , Biomarcadores Tumorais/genética , Ciclo Celular/genética , Biologia Computacional , Replicação do DNA/genética , Bases de Dados Genéticas/estatística & dados numéricos , Neoplasias do Endométrio/metabolismo , Neoplasias do Endométrio/patologia , Feminino , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Humanos , Linfócitos do Interstício Tumoral/imunologia , Linfócitos do Interstício Tumoral/patologia , Células-Tronco Neoplásicas/imunologia , Células-Tronco Neoplásicas/patologia , Gravidez , Mapas de Interação de Proteínas/genética , RNA Mensageiro/genética
14.
Sci Prog ; 104(1): 368504211006593, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33781143

RESUMO

Endometrial carcinoma (EC) is the fourth most common cancer in women. Some long non-coding RNAs (lncRNAs) are regarded as potential prognostic biomarkers or targets for treatment of many types of cancers. We aim to screen prognostic-related lncRNAs and build a possible lncRNA signature which can effectively predict the survival of patients with EC. We obtained lncRNA expression profiling from the TCGA database. The patients were classified into training set and verification set. By performing Univariate Cox regression model, Robust likelihood-based survival analysis, and Cox proportional hazards model, we developed a risk score with the Cox co-efficient of individual lncRNAs in the training set. The optimum cut-off point was selected by ROC analysis. Patients were effectively divided into high-risk group and low-risk group according to the risk score. The OS of the low-risk patients was significantly prolonged compared with that of the high-risk group. At last, we validated this 11-lncRNA signature in the verification set and the complete set. We identified an 11-lncRNA expression signature with high stability and feasibility, which can predict the survival of patients with EC. These findings provide new potential biomarkers to improve the accuracy of prognosis prediction of EC.


Assuntos
Neoplasias do Endométrio , RNA Longo não Codificante , Neoplasias do Endométrio/diagnóstico , Neoplasias do Endométrio/genética , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Funções Verossimilhança , Prognóstico , RNA Longo não Codificante/genética , RNA Longo não Codificante/metabolismo
15.
Int Immunopharmacol ; 93: 107424, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33556666

RESUMO

Recurrent miscarriage (RM) is an early pregnancy complication. Natural Killer cells are an important part of the innate immune system of endometrial. In this study, weighted gene correlation network analysis was used to study the expression profile data of the endometrial tissue of patients with recurrent miscarriage and selected brown module as key module positively related to the numbers of miscarriages. With metascape tool, natural killer cells mediated cytotoxicity related genes, such as CASP3, were selected. DisNor database showed that CASP3 down-regulates PARP1. According to TRRUST database, CASP3 was regulated by SP1. Through comprehensive analysis of uNK cell related genes, we proposed that natural killer cells contribute to recurrent miscarriage by SP1-CASP3-PARP1.


Assuntos
Aborto Habitual/imunologia , Caspase 3/metabolismo , Endométrio/fisiologia , Células Matadoras Naturais/imunologia , Poli(ADP-Ribose) Polimerase-1/metabolismo , Gravidez , Adulto , Biologia Computacional , Citotoxicidade Imunológica/genética , Feminino , Perfilação da Expressão Gênica , Humanos , Transdução de Sinais , Fator de Transcrição Sp1
16.
Int Immunopharmacol ; 91: 107274, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33360087

RESUMO

Treatment of serous ovarian cancer (SOC) remains a clinical challenge. Classification of SOC based on immunogenomic profiling is important for establishing immunotherapy strategies. We extracted RNA-seq data of SOC from TCGA-OV. The samples were ultimately classified into high immune (Immunity_H) group and low immune (Immunity_L) group based on the immunogenomic profiling of 29 immune signatures by using unsupervised machine learning methods and modified by multifaceted characterization of immune response. High immune group showed the lower tumor purity and higher anti-tumor immune activity, and the higher expressions of PDCD1, CD274 and CTLA4. Furthermore, the overall survival time and the progression-free interval were significantly longer in high-immun group. The differentially expressed genes were mainly enriched in some immune response related functional terms and PI3K-AKT signaling pathway. According to ImmuCellAI, the abundance of various T cell subtypes in high immune group were significantly higher than those in low immune group. This novel immunotyping shows promise for prognostic and immunotherapeutic stratification in SOC patients.


Assuntos
Biomarcadores Tumorais/genética , Perfilação da Expressão Gênica , Imunofenotipagem , Neoplasias Císticas, Mucinosas e Serosas/genética , Neoplasias Ovarianas/genética , Transcriptoma , Microambiente Tumoral/imunologia , Idoso , Tomada de Decisão Clínica , Biologia Computacional , Bases de Dados Genéticas , Feminino , Humanos , Imunoterapia , Linfócitos do Interstício Tumoral/imunologia , Pessoa de Meia-Idade , Neoplasias Císticas, Mucinosas e Serosas/classificação , Neoplasias Císticas, Mucinosas e Serosas/imunologia , Neoplasias Císticas, Mucinosas e Serosas/terapia , Neoplasias Ovarianas/classificação , Neoplasias Ovarianas/imunologia , Neoplasias Ovarianas/terapia , Valor Preditivo dos Testes , Intervalo Livre de Progressão , RNA-Seq , Linfócitos T/imunologia
17.
Front Genet ; 11: 456, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32547595

RESUMO

BACKGROUND: Alternative splicing (AS) is one of the critical post-transcriptional regulatory mechanisms of various cancers and also plays a crucial role in the development of cancers, including endometrial cancer (EC). METHODS: The splicing data and gene expression profiles of EC were obtained from The Cancer Genome Atlas. The corresponding clinical data were extracted from TCGA-CDR. With univariate Cox regression analysis, least absolute shrinkage and selection operator model, and multivariate Cox regression analysis, the survival-related AS events were selected. Functional enrichment analysis was also performed to investigate the functions of these AS events. Splicing factors and AS regulation network were constructed to understand the correlation among these AS events. RESULT: A total of 1826 AS events were identified as survival-related events. Functional enrichment analysis showed that these AS events were associated with several immune system-related processes. Then, the prognostic signatures were developed based on these survival-related events and acted as an independent prognostic factor for EC. Splicing factors and AS regulation network were also constructed to understand the regulatory mechanisms of AS events in EC. CONCLUSION: This study systematically analyzed the role of AS events in EC and developed the prognostic model for EC.

18.
Biomed Res Int ; 2020: 1618527, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32149080

RESUMO

Ovarian cancer (OvCa) is an intractable gynecological malignancy due to the high recurrence rate. Several molecular biomarkers have been previously screened for early identifying patients with a high recurrence risk and poor prognosis. However, all the known studies focused on a single type of RNAs, not integrating various types. This study was to construct a new multi-RNA-based model to predict the recurrence and prognosis for OvCa patients by using the messenger RNA (mRNA, including long noncoding RNA (lncRNA)) and microRNA (miRNA) sequencing data of The Cancer Genome Atlas database. After univariate Cox regression and least absolute shrinkage and selection operator analyses, a multi-RNA-based signature (2 miRNAs: hsa-miR-508, hsa-miR-506; 1 lncRNA: TM4SF1-AS1; 11 mRNAs: MAGI3, SLAMF7, GLI2, PDK1, ARID3A, PLEKHG4B, TNFAIP8L3, C1QTNF3, NDUFAF1, CH25H, TMEM129) was generated and used to establish a risk score model. The high- and low-risk patients classified by the median risk score exhibited significantly different recurrence risks (89% versus 61%, p < 0.001) and survival time (the area under the receiver operating characteristic curve (AUC) = 0.901 for 5-year disease-free survival (DFS)). This risk model was independent of other clinical features and superior to pathologic staging for DFS prediction (AUC, 0.906 versus 0.524; C-index, 0.633 versus 0.510). Furthermore, some new interaction axes were revealed to explain the possible functions of these RNAs (competing endogenous RNA: TM4SF1-AS1-miR-186-STEAP2, LINC00536-miR-508-STEAP2, LINC00475-miR-506-TMEM129; coexpression: LINC00598-PLEKHG4B). In conclusion, this multi-RNA-based risk model may be clinically useful to stratify OvCa patients with different recurrence risks and survival outcomes and included RNAs may be potential therapeutic targets.


Assuntos
MicroRNAs , Recidiva Local de Neoplasia , Neoplasias Ovarianas , Idoso , Bases de Dados Genéticas , Intervalo Livre de Doença , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Humanos , MicroRNAs/análise , MicroRNAs/genética , MicroRNAs/metabolismo , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/epidemiologia , Recidiva Local de Neoplasia/genética , Neoplasias Ovarianas/diagnóstico , Neoplasias Ovarianas/genética , Neoplasias Ovarianas/mortalidade , Neoplasias Ovarianas/patologia , Prognóstico , Transcriptoma/genética
19.
Aging (Albany NY) ; 12(4): 3371-3387, 2020 02 19.
Artigo em Inglês | MEDLINE | ID: mdl-32074080

RESUMO

Endometrial cancer (EC) is one of the most common gynecologic malignancies. To identify potential prognostic biomarkers for EC, we analyzed the relationship between the EC tumor microenvironment and gene expression profiles. Using the ESTIMATE R tool, we found that immune and stromal scores correlated with clinical data and the prognosis of EC patients. Based on the immune and stromal scores, 387 intersection differentially expressed genes were identified. Eight immune-related genes were then identified using two machine learning algorithms. Functional enrichment analysis revealed that these genes were mainly associated with T cell activation and response. Kaplan-Meier survival analysis showed that expression of TMEM150B, CACNA2D2, TRPM5, NOL4, CTSW, and SIGLEC1 significantly correlated with overall survival times of EC patients. In addition, using the TIMER algorithm, we found that expression of TMEM150B, SIGLEC1, and CTSW correlated positively with the tumor infiltration levels of B cells, CD8+ T cells, CD4+ T cells, macrophages, and dendritic cells. These findings indicate that the composition of the tumor microenvironment affects the clinical outcomes of EC patients, and suggests that it may provide a basis for development of novel prognostic biomarkers and immunotherapies for EC patients.


Assuntos
Biomarcadores Tumorais/genética , Neoplasias do Endométrio/genética , Microambiente Tumoral/genética , Canais de Cálcio/genética , Catepsina W/genética , Neoplasias do Endométrio/imunologia , Neoplasias do Endométrio/mortalidade , Neoplasias do Endométrio/patologia , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Aprendizado de Máquina , Proteínas de Membrana/genética , Proteínas Nucleares/genética , Prognóstico , Lectina 1 Semelhante a Ig de Ligação ao Ácido Siálico/genética , Taxa de Sobrevida , Canais de Cátion TRPM/genética , Microambiente Tumoral/imunologia
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