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1.
Artigo em Inglês | MEDLINE | ID: mdl-39254769

RESUMO

BACKGROUND: Double-negative T (DNT) cells comprise a distinct subset of T lymphocytes that have been implicated in immune responses. The aim of this study was to characterize the peripheral DNT population in breast cancer (BC) patients. METHODS: DNT cells were isolated from the peripheral blood samples of BC patients and healthy controls by flow cytometry. The sorted DNT cells were analyzed by the Smart-seq2 for single-cell full-length transcriptome profiling. The differentially expressed genes (DEGs) between the BC and control groups were screened and functionally annotated by Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses using R. The protein-protein interaction (PPI) network of the DEGs was constructed using the CytoHubba and MCODE plug-in of Cytoscape software to identify the core genes. Survival status, DNA methylation level, immune infiltration and immune checkpoint expression were analyzed using Kaplan-Meier Plotter, UALCAN, MethSeuvr, TIMER, and TISIDB respectively. The sequencing results were verified by RT-qPCR. RESULT: The percentage of DNT cells was higher in the BC patients compared to healthy controls. We identified 289 DEGs between the DNT populations of both groups. GO and KEGG pathway analyses revealed that the DEGs were mainly related to immunoglobulin mediated immune response, complement activation, and B cell receptor signaling. The PPI networks of the common DEGs were constructed using Cytoscape, and 10 core genes were identified, including TMEM176B, C1QB, C1QC, RASD2, and IFIT3. The expression levels of these genes correlated with the prognosis and immune infiltration in BC patients, and were validated by RT-qPCR (P < 0.05). CONCLUSIONS: DNT cells are abundant in patients with BC, and might exert anti-tumor immune responses by regulating genes such as TMEM176B and EGR1.

2.
Reprod Domest Anim ; 59(5): e14595, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38773768

RESUMO

Oocyte maturation involves both nuclear and cytoplasmic maturation. Mogroside V (MV) has been shown to enhance nuclear maturation, mitochondrial content, and developmental potential of porcine oocyte during in vitro maturation (IVM). However, the impact of MV on cytoplasmic maturation and its underlying mechanisms are not understood. This study aimed to assess the effect of MV on cytoplasmic maturation. Germinal vesicle (GV) oocytes treated with MV exhibited a noticeable increase in cortical granules (CGs) formation. Additionally, MV enhanced the expression of NNAT and improved glucose uptake in mature oocytes. Further insights were gained through Smart-seq2 analysis of RNA isolated from 100 oocytes. A total of 11,274 and 11,185 transcripts were identified in oocytes treated with and without MV, respectively. Among quantified genes, 438 differentially expressed genes (DEGs) were identified for further analysis. Gene Ontology (GO) enrichment analysis indicated that these DEGs were primarily involved in DNA repair regulation, cellular response to DNA damage, intracellular components, and organelles. Furthermore, the DEGs were significantly enriched in three KEGG pathways: fatty acid synthesis, pyruvate metabolism, and WNT signalling. To validate the results, lipid droplets (LD) and triglyceride (TG) were examined. MV led to an increase in the accumulation of LD and TG production in mature oocytes. These findings suggest that MV enhances cytoplasmic maturation by promoting lipid droplet synthesis. Overall, this study provides valuable insights into the mechanisms through which MV improves oocyte quality during IVM. The results have significant implications for research in livestock reproduction and offer guidance for future studies in this field.


Assuntos
Técnicas de Maturação in Vitro de Oócitos , Oócitos , Animais , Técnicas de Maturação in Vitro de Oócitos/veterinária , Oócitos/efeitos dos fármacos , Feminino , Suínos , Gotículas Lipídicas/metabolismo , Diterpenos/farmacologia , Triglicerídeos/metabolismo , Triterpenos
3.
Dev Dyn ; 252(1): 208-219, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-35705847

RESUMO

BACKGROUND: Motor neurons in the vertebrate spinal cord have long served as a paradigm to study the transcriptional logic of cell type specification and differentiation. At limb levels, pool-specific transcriptional signatures first restrict innervation to only one particular muscle in the periphery, and get refined, once muscle connection has been established. Accordingly, to study the transcriptional dynamics and specificity of the system, a method for establishing muscle target-specific motor neuron transcriptomes would be required. RESULTS: To investigate target-specific transcriptional signatures of single motor neurons, here we combine ex-ovo retrograde axonal labeling in mid-gestation chicken embryos with manual isolation of individual fluorescent cells and Smart-seq2 single-cell RNA-sequencing. We validate our method by injecting the dorsal extensor metacarpi radialis and ventral flexor digiti quarti wing muscles and harvesting a total of 50 fluorescently labeled cells, in which we detect up to 12,000 transcribed genes. Additionally, we present visual cues and cDNA metrics predictive of sequencing success. CONCLUSIONS: Our method provides a unique approach to study muscle target-specific motor neuron transcriptomes at a single-cell resolution. We anticipate that our method will provide key insights into the transcriptional logic underlying motor neuron pool specialization and proper neuromuscular circuit assembly and refinement.


Assuntos
Neurônios Motores , Medula Espinal , Animais , Embrião de Galinha , Neurônios Motores/metabolismo , Medula Espinal/metabolismo , Músculo Esquelético , Diferenciação Celular , Galinhas
4.
Hippocampus ; 33(4): 412-423, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36811254

RESUMO

Immature dentate granule cells (DGCs) generated in the hippocampus during adulthood are believed to play a unique role in dentate gyrus (DG) function. Although immature DGCs have hyperexcitable membrane properties in vitro, the consequences of this hyperexcitability in vivo remain unclear. In particular, the relationship between experiences that activate the DG, such as exploration of a novel environment (NE), and downstream molecular processes that modify DG circuitry in response to cellular activation is unknown in this cell population. We first performed quantification of immediate early gene (IEG) proteins in immature (5-week-old) and mature (13-week-old) DGCs from mice exposed to a NE. Paradoxically, we observed lower IEG protein expression in hyperexcitable immature DGCs. We then isolated nuclei from active and inactive immature DGCs and performed single-nuclei RNA-Sequencing. Compared to mature nuclei collected from the same animal, immature DGC nuclei showed less activity-induced transcriptional change, even though they were classified as active based on expression of ARC protein. These results demonstrate that the coupling of spatial exploration, cellular activation, and transcriptional change differs between immature and mature DGCs, with blunted activity-induced changes in immature cells.


Assuntos
Giro Denteado , Neurônios , Camundongos , Animais , Giro Denteado/fisiologia , Neurônios/fisiologia , Hipocampo , Neurogênese/fisiologia
5.
Reprod Domest Anim ; 58(10): 1468-1479, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37650336

RESUMO

Oocyte in vitro maturation is necessary for the study and application of animal-assisted reproduction technology in animal reproduction and breeding. The comprehensive transcriptional profile of equine oocyte maturated in vitro has not been fully mined yet, which makes many key transcriptional events still unidentified. Here, Smart-seq2 was performed to analyse the gene expression pattern and the underlying regulatory mechanism of horse germinal vesicle (GV) and in vitro metaphase II (MII) oocytes. The results showed that 6402 genes (2640 up-regulated and 3762 down-regulated in MII samples compared to GV) and 4021 lncRNA transcripts (1210 up-regulated and 2811 down-regulated in MII samples compared to GV) were differentially expressed in GV and MII oocytes. Further, GO and KEGG analysis found that differentially expressed mRNAs and lncRNAs were mainly enriched in the pathways related to energy and lipid metabolism. In addition, LGALS3 was found a key gene in mediating the regulation of oocyte meiosis recovery and fertilization ability. This study provides novel knowledge about gene expression and energy metabolism during equine oocyte maturation and a reference for the further study and application of assisted reproductive technology in horse reproduction and breeding.


Assuntos
Oócitos , Oogênese , Cavalos/genética , Animais , Oócitos/fisiologia , Técnicas de Maturação in Vitro de Oócitos/veterinária , Técnicas de Maturação in Vitro de Oócitos/métodos , Meiose , Perfilação da Expressão Gênica/veterinária
6.
J Allergy Clin Immunol ; 147(6): 2370-2380, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33309739

RESUMO

BACKGROUND: Psoriasis is an inflammatory, IL-17-driven skin disease in which autoantigen-induced CD8+ T cells have been identified as pathogenic drivers. OBJECTIVE: Our study focused on comprehensively characterizing the phenotypic variation of CD8+ T cells in psoriatic lesions. METHODS: We used single-cell RNA sequencing to compare CD8+ T-cell transcriptomic heterogeneity between psoriatic and healthy skin. RESULTS: We identified 11 transcriptionally diverse CD8+ T-cell subsets in psoriatic and healthy skin. Among several inflammatory subsets enriched in psoriatic skin, we observed 2 Tc17 cell subsets that were metabolically divergent, were developmentally related, and expressed CXCL13, which we found to be a biomarker of psoriasis severity and which achieved comparable or greater accuracy than IL17A in a support vector machine classifier of psoriasis and healthy transcriptomes. Despite high coinhibitory receptor expression in the Tc17 cell clusters, a comparison of these cells with melanoma-infiltrating CD8+ T cells revealed upregulated cytokine, cytolytic, and metabolic transcriptional activity in the psoriatic cells that differed from an exhaustion program. CONCLUSION: Using high-resolution single-cell profiling in tissue, we have uncovered the diverse landscape of CD8+ T cells in psoriatic and healthy skin, including 2 nonexhausted Tc17 cell subsets associated with disease severity.


Assuntos
Autoimunidade , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Psoríase/etiologia , Psoríase/metabolismo , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/metabolismo , Estudos de Casos e Controles , Perfilação da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Memória Imunológica , Imunofenotipagem , Interleucina-17/biossíntese , Neoplasias/genética , Neoplasias/imunologia , Análise de Célula Única
7.
J Phycol ; 57(5): 1648-1658, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34260752

RESUMO

In the life cycle of Neopyropia yezoensis, a potential model system for marine macroalgae, both asexual archeospores and meiosis-related conchospores develop into thalli (gametophyte). To understand this special life phenomenon in macroalgae, we picked out the two kinds of spores (10-30 cells in each sample) and conducted RNA-seq using Smart-seq2. Comparative analysis showed that light capture and carbon fixation associated differentially expressed genes (DEGs) were upregulated in archeospores, thus indicating that archeospores are in a state of rapid vegetative growth. In conchospores, protein synthesis and degradation, especially molecular chaperone, associated DEGs were up-regulated, indicating that complex life activities might be occurring in conchospores. There were 68 genes related to DNA replication and repair expressed in conchospores, showing that active DNA replication might occur in conchospores. Moreover, we found that one conchospore specifically expressed DEG (py04595: DNA helicase) only in diploid stages (conchocelis, sporangial filament) and three archeospores specifically expressed DEGs only in haploid stages (thalli). These molecular level results indicated that conchospores were closer to diploid, and might be the meiotic mother cells of N. yezoensis. In addition, we found that the knotted-like homeobox gene (PyKNOX), which might relate to the transition of gametophyte from sporophyte, was only expressed in sporophyte generation but not expressed in conchospores, archeospores and thalli, indicating the morphogenesis of gametophyte sin N. yezoensis might require the inactivation of PyKNOX.


Assuntos
Células Germinativas Vegetais , Alga Marinha , Diploide , Meiose , RNA-Seq
8.
BMC Genomics ; 21(1): 448, 2020 Jun 29.
Artigo em Inglês | MEDLINE | ID: mdl-32600266

RESUMO

BACKGROUND: Most diversity in the eukaryotic tree of life is represented by microbial eukaryotes, which is a polyphyletic group also referred to as protists. Among the protists, currently sequenced genomes and transcriptomes give a biased view of the actual diversity. This biased view is partly caused by the scientific community, which has prioritized certain microbes of biomedical and agricultural importance. Additionally, some protists remain difficult to maintain in cultures, which further influences what has been studied. It is now possible to bypass the time-consuming process of cultivation and directly analyze the gene content of single protist cells. Single-cell genomics was used in the first experiments where individual protists cells were genomically explored. Unfortunately, single-cell genomics for protists is often associated with low genome recovery and the assembly process can be complicated because of repetitive intergenic regions. Sequencing repetitive sequences can be avoided if single-cell transcriptomics is used, which only targets the part of the genome that is transcribed. RESULTS: In this study we test different modifications of Smart-seq2, a single-cell RNA sequencing protocol originally developed for mammalian cells, to establish a robust and more cost-efficient workflow for protists. The diplomonad Giardia intestinalis was used in all experiments and the available genome for this species allowed us to benchmark our results. We could observe increased transcript recovery when freeze-thaw cycles were added as an extra step to the Smart-seq2 protocol. Further we reduced the reaction volume and purified the amplified cDNA with alternative beads to test different cost-reducing changes of Smart-seq2. Neither improved the procedure, and reducing the volumes by half led to significantly fewer genes detected. We also added a 5' biotin modification to our primers and reduced the concentration of oligo-dT, to potentially reduce generation of artifacts. Except adding freeze-thaw cycles and reducing the volume, no other modifications lead to a significant change in gene detection. Therefore, we suggest adding freeze-thaw cycles to Smart-seq2 when working with protists and further consider our other modification described to improve cost and time-efficiency. CONCLUSIONS: The presented single-cell RNA sequencing workflow represents an efficient method to explore the diversity and cell biology of individual protist cells.


Assuntos
Perfilação da Expressão Gênica/métodos , Giardia lamblia/genética , Análise de Célula Única/métodos , Regulação da Expressão Gênica , Proteínas de Protozoários/genética , Análise de Sequência de RNA , Fluxo de Trabalho
9.
J Allergy Clin Immunol ; 144(5): 1150-1153, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31703762

RESUMO

Single-cell next-generation sequencing assays are powerful tools to understand the nature of the immune cells that drive disease pathogenesis. In this brief review we explain the value of performing assays at single-cell resolution to better understand the pathogenesis of allergy, asthma, and other lung diseases. We explain the challenges in performing single-cell studies of airways and lung samples from patients with lung diseases. A major limitation comes from the amount of diseased tissue that can be used for research purposes. Finally, we discuss which sequencing strategies can be used to successfully investigate airway and lung diseases at single-cell resolution.


Assuntos
Asma/imunologia , Hipersensibilidade/imunologia , Pneumopatias/imunologia , Pulmão/imunologia , Sistema Respiratório/imunologia , Animais , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Imunidade Celular , Análise de Célula Única
10.
RNA Biol ; 14(5): 637-650, 2017 05 04.
Artigo em Inglês | MEDLINE | ID: mdl-27442339

RESUMO

Genome-wide single-cell analysis represents the ultimate frontier of genomics research. In particular, single-cell RNA-sequencing (scRNA-seq) studies have been boosted in the last few years by an explosion of new technologies enabling the study of the transcriptomic landscape of thousands of single cells in complex multicellular organisms. More sensitive and automated methods are being continuously developed and promise to deliver better data quality and higher throughput with less hands-on time. The outstanding amount of knowledge that is going to be gained from present and future studies will have a profound impact in many aspects of our society, from the introduction of truly tailored cancer treatments, to a better understanding of antibiotic resistance and host-pathogen interactions; from the discovery of the mechanisms regulating stem cell differentiation to the characterization of the early event of human embryogenesis.


Assuntos
RNA/genética , Análise de Sequência de RNA/métodos , Análise de Célula Única/métodos , Genoma Humano , Estudo de Associação Genômica Ampla , Humanos , Nanoporos , Transcriptoma , Transposases/metabolismo
11.
Antioxidants (Basel) ; 13(6)2024 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-38929191

RESUMO

Zearalenone (ZEN) is a common fungal toxin with reproductive toxicity in various grains. It poses a serious threat to ovine and other animal husbandry industries, as well as human reproductive health. Therefore, investigating the mechanism of toxicity and screening antagonistic drugs are of great importance. In this study, based on the natural compound library and previous Smart-seq2 results, antioxidant and anti-apoptotic drugs were selected for screening as potential antagonistic drugs. Three natural plant compounds (oxysophoridine, rutin, and phellodendrine) were screened for their ability to counteract the reproductive toxicity of ZEN on ovine oocytes in vitro using quantitative polymerase chain reaction (qPCR) and reactive oxygen species detection. The compounds exhibited varying pharmacological effects, notably impacting the expression of antioxidant (GPX, SOD1, and SOD2), autophagic (ATG3, ULK2, and LC3), and apoptotic (CAS3, CAS8, and CAS9) genes. Oxysophoridine promoted GPX, SOD1, ULK2, and LC3 expression, while inhibiting CAS3 and CAS8 expression. Rutin promoted SOD2 and ATG3 expression, and inhibited CAS3 and CAS9 expression. Phellodendrine promoted SOD2 and ATG3 expression, and inhibited CAS9 expression. However, all compounds promoted the expression of genes related to cell cycle, spindle checkpoint, oocyte maturation, and cumulus expansion factors. Although the three drugs had different regulatory mechanisms in enhancing antioxidant capacity, enhancing autophagy, and inhibiting cell apoptosis, they all maintained a stable intracellular environment and a normal cell cycle, promoted oocyte maturation and release of cumulus expansion factors, and, ultimately, counteracted ZEN reproductive toxicity to promote the in vitro maturation of ovine oocytes. This study identified three drugs that antagonize the reproductive toxicity of ZEN on ovine oocytes, and compared their mechanisms of action, providing data support and a theoretical basis for their subsequent application in the ovine breeding industry, reducing losses in the breeding industry, screening of ZEN reproductive toxicity antagonists and various toxin antagonists, improving the study of ZEN reproductive toxicity mechanisms, and even protection of human reproductive health.

12.
Methods Mol Biol ; 2722: 67-78, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37897600

RESUMO

Nuclei contain essential information for cell states, including chromatin and RNA profiles - features which are nowadays accessible using high-throughput sequencing applications. Here, we describe analytical pipelines including nucleus isolation from differentiated xylem tissues by fluorescence-activated nucleus sorting (FANS), as well as subsequent SMART-seq2-based transcriptome profiling and assay for transposase-accessible chromatin (ATAC)-seq-based chromatin analysis. Combined with tissue-specific expression of nuclear fluorescent reporters, these pipelines allow obtaining tissue-specific data on gene expression and on chromatin structure and are applicable for a large spectrum of cell types, tissues, and organs. Considering, however, the extreme degree of differentiation found in xylem cells with programmed cell death happening during vessel element formation and their role as a long-term depository for atmospheric CO2 in the form of wood, xylem cells represent intriguing and relevant objects for large-scale profilings of their cellular signatures.


Assuntos
Núcleo Celular , Cromatina , Cromatina/genética , Cromatina/metabolismo , Núcleo Celular/genética , Núcleo Celular/metabolismo , Transcriptoma , Sequenciamento de Nucleotídeos em Larga Escala , Perfilação da Expressão Gênica , Xilema , Análise de Sequência de DNA
13.
Methods Mol Biol ; 2767: 189-212, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37278916

RESUMO

The development of single-cell multiomics has provided the ability to systematically investigate cellular diversity and heterogeneity in different biological systems via comprehensive delineations of individual cellular states. Single-cell RNA sequencing in particular has served as a powerful tool to the study of the molecular circuitries underlying preimplantation embryonic development in both the mouse and human. Here we describe a method to elucidate the cellular dynamics of the embryo further by performing both single-cell RNA sequencing (Smart-Seq2) and single-cell small non-coding RNA sequencing (Small-Seq) on the same individual embryonic cell.


Assuntos
Pequeno RNA não Traduzido , Humanos , Gravidez , Feminino , Camundongos , Animais , Blastocisto , Embrião de Mamíferos , Desenvolvimento Embrionário/genética , RNA Mensageiro
14.
Toxins (Basel) ; 15(10)2023 10 17.
Artigo em Inglês | MEDLINE | ID: mdl-37888648

RESUMO

Zearalenone (ZEN), a non-steroidal estrogenic fungal toxin widely present in forage, food, and their ingredients, poses a serious threat to animal and human reproductive health. ZEN also threatens ovine, a major source of human food and breeding stock. However, the mechanisms underlying the impact of ZEN on the in vitro maturation (IVM) of ovine oocytes remain unclear. This study aimed to elucidate these mechanisms using the Smart-seq2 technology. A total of 146 differentially expressed genes were obtained, using Smart-seq2, from sheep oocytes cultured in vitro after ZEN treatment. ZEN treatment inhibited RUNX2 and SPP1 expression in the PI3K signaling pathway, leading to the downregulation of THBS1 and ultimately the downregulation of TNFAIP6; ZEN can also decrease TNFAIP6 by reducing PTPRC and ITGAM. Both inhibit in vitro maturation of ovine oocytes and proliferation of cumulus cells by downregulating TNFAIP6. These findings provide data and a theoretical basis for elucidating ZEN's toxicity mechanisms, screening therapeutic drugs, and reducing ZEN-related losses in the ovine industry.


Assuntos
Estrogênios não Esteroides , Zearalenona , Feminino , Animais , Ovinos , Humanos , Zearalenona/toxicidade , Zearalenona/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Oócitos/fisiologia , Estrogênios não Esteroides/toxicidade , Células do Cúmulo/metabolismo , Moléculas de Adesão Celular/metabolismo
15.
Theriogenology ; 210: 221-226, 2023 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-37540954

RESUMO

Early cleavage (EC) influences the development of the pre-implantation and post-implantation embryo. Symmetric cleavage (Sym) and asymmetric cleavage (Asy) have been observed in EC, but its molecular mechanism remains unclear. This study was designed to pick out the key candidate genes and signaling pathway between Sym and Asy embryos by applying Smart-seq2 technique. In in-vitro fertilization (IVF) 2-cell embryos, Sym embryos and Asy embryos accounted for 62.55% and 37.45%, respectively. The 2-cell rate, blastocyst rate and total blastocyst cells of Sym group were significantly higher than those of Asy group (31.38% vs 18.79%, 47.55% vs 29.5%, 71.33 vs 33.67, P < 0.05). The 2-cell rate, blastocyst rate and total blastocyst cell number in parthenogenetic activation (PA) embryos in Sym group were significantly higher than those in Asy group (40.61% vs 23.64%, 63.15% vs 30.11%, 50.75 vs 40.5, P < 0.05). A total of 216 differentially expressed genes (DEGs) incorporating 147 genes up-regulated and 69 genes down-regulated genes were screened under the p-value <0.05 and |log2 (fold change)| ≥ 1 when compared with Sym group. Further Gene Ontology (GO) analysis showed that these DEGs were related to the regulation of metabolic process, cell cycle, chromosome segregation, centromeric region and microtubule cytoskeleton. Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis revealed that the DEGs were mainly enriched to oocyte meiosis, cell cycle, p53 and Hippo signaling pathways. We concluded that asymmetric cleavage is a consequence of altered gene expression. Atg4c, Sesn2, Stk11ip, Slc25a6, Cep19 and Cep55 associated with mitochondrial function and cytoskeletal structure were probably the key candidate genesto determine the zygote cleavage pattern.


Assuntos
Desenvolvimento Embrionário , Partenogênese , Animais , Suínos , Partenogênese/fisiologia , Fertilização in vitro/veterinária , Implantação do Embrião , Zigoto , Blastocisto/fisiologia
16.
Methods Mol Biol ; 2594: 143-164, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36264494

RESUMO

Single-cell mRNA sequencing can dissect heterogeneous cell populations as it can identify cell types and cellular states based on their unique transcriptional signatures. We use fluorescence-activated cell sorting (FACS) to isolate individual cultured neurons derived from human-induced pluripotent stem cells (hiPSCs) followed by polyA-based Smart-Seq2 RNA sequencing to analyze the single-cell transcriptional profiles. We provide protocols and guidelines on dissociation, cell selection, and library preparation that can be readily adapted to other cell types or tissue samples.


Assuntos
Neurônios , Análise de Célula Única , Humanos , Análise de Célula Única/métodos , Análise de Sequência de RNA/métodos , Biblioteca Gênica , Neurônios/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Perfilação da Expressão Gênica/métodos
17.
Neural Regen Res ; 18(9): 2056-2066, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-36926732

RESUMO

The key regulators and regeneration-associated genes involved in axonal regeneration of neurons after injury have not been clarified. In high-throughput sequencing, various factors influence the final sequencing results, including the number and size of cells, the depth of sequencing, and the method of cell separation. There is still a lack of research on the detailed molecular expression profile during the regeneration of dorsal root ganglion neuron axon. In this study, we performed laser-capture microdissection coupled with RNA sequencing on dorsal root ganglion neurons at 0, 3, 6, and 12 hours and 1, 3, and 7 days after sciatic nerve crush in rats. We identified three stages after dorsal root ganglion injury: early (3-12 hours), pre-regeneration (1 day), and regeneration (3-7 days). Gene expression patterns and related function enrichment results showed that one module of genes was highly related to axonal regeneration. We verified the up-regulation of activating transcription factor 3 (Atf3), Kruppel like factor 6 (Klf6), AT-rich interaction domain 5A (Arid5a), CAMP responsive element modulator (Crem), and FOS like 1, AP-1 transcription factor Subunit (Fosl1) in dorsal root ganglion neurons after injury. Suppressing these transcription factors (Crem, Arid5a, Fosl1 and Klf6) reduced axonal regrowth in vitro. As the hub transcription factor, Atf3 showed higher expression and activity at the pre-regeneration and regeneration stages. G protein-coupled estrogen receptor 1 (Gper1), interleukin 12a (Il12a), estrogen receptor 1 (ESR1), and interleukin 6 (IL6) may be upstream factors that trigger the activation of Atf3 during the repair of axon injury in the early stage. Our study presents the detailed molecular expression profile during axonal regeneration of dorsal root ganglion neurons after peripheral nerve injury. These findings may provide reference for the clinical screening of molecular targets for the treatment of peripheral nerve injury.

18.
Methods Mol Biol ; 2421: 217-229, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34870822

RESUMO

Over the past 7 years, single-cell sequencing has become very popular. For this reason, many laboratories of different biological disciplines that span from neurobiology to developmental biology from immunology to tumor biology have been approaching this technique. For someone new to this field that wants to investigate heterogeneity in what appears to be a single-cell population, the choice of the best protocol can be difficult, due to the high abundance of available protocols, instruments, and options. For this reason, here we describe the Smart-seq2 protocol for full-length mRNA sequencing of single cell. This protocol can be easily optimized in every molecular biology laboratory provided with standard laboratory equipment. The protocol is suitable for many different cell types, and the cost per cell is relatively small, allowing a good balance between costs and transcript coverage.


Assuntos
Análise de Célula Única , Sequenciamento de Nucleotídeos em Larga Escala , RNA-Seq , Análise de Sequência de RNA
19.
Sci China Life Sci ; 65(2): 295-308, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34061300

RESUMO

Neural stem cells (NSCs) in the spinal cord hold great potential for repair after spinal cord injury (SCI). The ependyma in the central canal (CC) region has been considered as the NSCs source in the spinal cord. However, the ependyma function as NSCs after SCI is still under debate. We used Nestin as a marker to isolate potential NSCs and their immediate progeny, and characterized the cells before and after SCI by single-cell RNA-sequencing (scRNA-seq). We identified two subgroups of NSCs: the subgroup located within the CC cannot prime to active NSCs after SCI, while the subgroup located outside the CC were activated and exhibited the active NSCs properties after SCI. We demonstrated the comprehensive dynamic transcriptome of NSCs from quiescent to active NSCs after SCI. This study reveals that Nestin+ cells outside CC were NSCs that activated upon SCI and may thus serve as endogenous NSCs for regenerative treatment of SCI in the future.


Assuntos
Nestina/metabolismo , Células-Tronco Neurais/metabolismo , Traumatismos da Medula Espinal/metabolismo , Animais , Perfilação da Expressão Gênica , Humanos , Camundongos , Camundongos Transgênicos , Nestina/genética , Células-Tronco Neurais/citologia , Neurogênese/genética , Análise de Célula Única , Medula Espinal/citologia , Medula Espinal/metabolismo , Traumatismos da Medula Espinal/genética , Traumatismos da Medula Espinal/patologia
20.
Neuron ; 110(16): 2646-2663.e6, 2022 08 17.
Artigo em Inglês | MEDLINE | ID: mdl-35952672

RESUMO

Axon regeneration holds great promise for neural repair of CNS axonopathies, including glaucoma. Pten deletion in retinal ganglion cells (RGCs) promotes potent optic nerve regeneration, but only a small population of Pten-null RGCs are actually regenerating RGCs (regRGCs); most surviving RGCs (surRGCs) remain non-regenerative. Here, we developed a strategy to specifically label and purify regRGCs and surRGCs, respectively, from the same Pten-deletion mice after optic nerve crush, in which they differ only in their regeneration capability. Smart-Seq2 single-cell transcriptome analysis revealed novel regeneration-associated genes that significantly promote axon regeneration. The most potent of these, Anxa2, acts synergistically with its ligand tPA in Pten-deletion-induced axon regeneration. Anxa2, its downstream effector ILK, and Mpp1 dramatically protect RGC somata and axons and preserve visual function in a clinically relevant model of glaucoma, demonstrating the exciting potential of this innovative strategy to identify novel effective neural repair candidates.


Assuntos
Glaucoma , Traumatismos do Nervo Óptico , Animais , Axônios/fisiologia , Perfilação da Expressão Gênica , Glaucoma/genética , Camundongos , Regeneração Nervosa/genética , Traumatismos do Nervo Óptico/genética , Células Ganglionares da Retina/fisiologia
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