RESUMO
BACKGROUND: Prevalent single-cell transcriptomic profiling (scRNA-seq) methods are mainly based on the synthesis and enrichment of full-length double-stranded complementary DNA. These approaches are challenging to generate accurate quantification of transcripts when their abundance is low or their full-length amplifications are difficult. RESULTS: Based on our previous finding that Tn5 transposase can directly cut-and-tag DNA/RNA hetero-duplexes, we present SHERRY2, a specifically optimized protocol for scRNA-seq without second-strand cDNA synthesis. SHERRY2 is free of pre-amplification and eliminates the sequence-dependent bias. In comparison with other widely used scRNA-seq methods, SHERRY2 exhibits significantly higher sensitivity and accuracy even for single nuclei. Besides, SHERRY2 is simple and robust and can be easily scaled up to high-throughput experiments. When testing single lymphocytes and neuron nuclei, SHERRY2 not only obtained accurate countings of transcription factors and long non-coding RNAs, but also provided bias-free results that enriched genes in specific cellular components or functions, which outperformed other protocols. With a few thousand cells sequenced by SHERRY2, we confirmed the expression and dynamics of Myc in different cell types of germinal centers, which were previously only revealed by gene-specific amplification methods. CONCLUSIONS: SHERRY2 is able to provide high sensitivity, high accuracy, and high throughput for those applications that require a high number of genes identified in each cell. It can reveal the subtle transcriptomic difference between cells and facilitate important biological discoveries.
Assuntos
Perfilação da Expressão Gênica , Análise de Célula Única , DNA , DNA Complementar/genética , DNA Complementar/metabolismo , Perfilação da Expressão Gênica/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , RNA/genética , Análise de Sequência de RNA/métodos , Análise de Célula Única/métodos , Fatores de Transcrição/genéticaRESUMO
Diabetic retinopathy (DR) is one of the most prevalent severe diabetic microvascular complications caused by hyperglycemia. Deciphering the underlying mechanism of vascular injury and finding ways to alleviate hyperglycemia induced microvascular complications is of great necessity. In this study, we identified that a compound ent-9α-hydroxy-15-oxo-16-kauren-19-oic acid (EKO), the diterpenoid isolated and purified from Pteris semipinnata L., exhibited good protective roles against vascular endothelial injury associated with diabetic retinopathy in vitro and in vivo. To further uncover the underlying mechanism, we used unbiased transcriptome sequencing analysis and showed substantial impairment in the focal adhesion pathway upon high glucose and IL-1ß stimulation. EKO could effectively improve endothelial focal adhesion pathway by enhancing the expression of two focal adhesion proteins Vinculin and ITGA11. We found that c-fos protein was involved in regulating the expression of Vinculin and ITGA11, a transcription factor component that was downregulated by high glucose and IL-1ß stimulation and recovered by EKO. Mechanically, EKO facilitated the binding of deubiquitylation enzyme ATXN3 to c-fos protein and promoted its deubiquitylation, thereby elevating its protein level to enhance the expression of Vinculin and ITGA11. Besides, EKO effectively suppressed ROS production and restored mitochondrial function. In vivo studies, we confirmed EKO could alleviate some of the indicators of diabetic mice. In addition, protein levels of ATXN3 and focal adhesion Vinculin molecule were also verified in vivo. Collectively, our findings addressed the endothelial protective role of natural diterpenoid EKO, with emphasize of mechanism on ATXN3/c-fos/focal adhesion signaling pathway as well as oxygen stress suppression, implicating its therapeutic potential in alleviating vascular endothelium injury and diabetic retinopathy.
Assuntos
Diabetes Mellitus Experimental , Retinopatia Diabética , Resinas Epóxi , Hiperglicemia , Camundongos , Animais , Retinopatia Diabética/tratamento farmacológico , Retinopatia Diabética/metabolismo , Endotélio Vascular , Vinculina , Diabetes Mellitus Experimental/metabolismo , Adesões Focais , Proteínas Proto-Oncogênicas c-fos , Hiperglicemia/tratamento farmacológico , Hiperglicemia/metabolismo , Moléculas de Adesão Celular/metabolismo , Glucose/metabolismoRESUMO
BACKGROUND: The manipulation of ferroptosis in cancer cells is a possible therapeutic technique that has been investigated for use in the treatment of cancer. Consequently, ferroptosis-inducing medications have recently received increased interest in cancer therapy. In this research, we assessed the anticancer efficacy of 14ß-hydroxy- 3ß-(ß-D-Glucopyranosyloxy)-5α-bufa-20,22-dienolide (HTB50-2), a natural product derived from the plant Helleborus thibetanus Franch, in Triple-Negative Breast Cancer (TNBC). Moreover, we also studied its potential mechanisms. METHODS: The biological effects of HTB50-2 in a series of breast cancer cell lines were analyzed using sulforhodamine B (SRB) and other methods. The migration ability was analyzed using three methods: wound healing assay, transwell assay, and Western blot. Meanwhile, the potential therapeutic value of HTB50-2 was evaluated in BALB/c mice by orthotopic transplantation. Transcriptome sequencing was conducted to explore the FOS-like antigen 2 (FOSL2) gene, and its role in ferroptosis was verified by Western blot and immunohistochemistry. The association of FOSL2 and ferroptosis-related genes was analyzed using NetworkAnalyst databases, and a TF-Gene interaction network was constructed. RESULTS: Ferroptosis was found to be induced in TNBC cells by HTB50-2. Furthermore, HTB50-2 inhibited tumor development by inducing ferroptosis in TNBC in vivo. Mechanistically, we demonstrated that a transcription factor FOSL2 mediated ferroptosis by HTB50-2. Additionally, it was found that Forkhead box C1 (FOXC1) was regulated by FOSL2 and correlated with ferroptosis. CONCLUSION: Our data suggest that HTB50-2 exerts its anti-cancer properties by ferroptosis via FOSL2/FOXC1 signaling pathway. Hence, HTB50-2 has an important application potential in the treatment of TNBC.