scholarly journals Decision letter: Single-cell transcriptome reveals the novel role of T-bet in suppressing the immature NK gene signature

2019 ◽  
Author(s):  
Nicholas Huntington
2019 ◽  
Author(s):  
Tian Qin ◽  
Chun-mei Fan ◽  
Ting-zhang Wang ◽  
Long Yang ◽  
Wei-liang Shen ◽  
...  

ABSTRACTWhile the capacity to regenerate tissues or limbs is limited in mammals including humans, unlike us, axolotls are able to regrow entire limbs and major organs. The wound blastema have been extensively studied in limb regeneration. However, due to the inadequate characterization and coordination of cell subpopulations involved in the regeneration process, it hinders the discovery of the key clue for human limb regeneration. In this study, we applied unbiased large-scale single-cell RNA sequencing to classify cells throughout the adult axolotl limb regeneration process. We computationally identified 7 clusters in regenerating limbs, including the novel regeneration-specific mitochondria-related cluster supporting regeneration through energy providing and the COL2+ cluster contributing to regeneration through cell-cell interactions signals. We also discovered the dedifferentiation and re-differentiation of the COL1+/COL2+ cellular subpopulation and uncovered a COL2-mitochondria sub-cluster supporting the musculoskeletal system regeneration. On the basis of these findings, we reconstructed the dynamic single-cell transcriptome atlas of adult axolotl limb regenerative process, and identified the novel regenerative mitochondria-related musculoskeletal populations, which yielded deeper insights into the crucial interactions between cell clusters within the regenerative microenvironment.


2021 ◽  
Author(s):  
Kang Jin ◽  
Eric E Bardes ◽  
Alexis Mitelpunkt ◽  
Yunguan Jake Wang ◽  
Surbhi Bhatnagar ◽  
...  

Numerous studies have provided single-cell transcriptome profiles of host responses to SARS-CoV-2 infection. Critically lacking however is a reusable datamine to allow users to compare and explore these data for insight, inference, and hypothesis generation. To accomplish this, we harmonized datasets from blood, bronchoalveolar lavage and tissue samples from COVID-19 and other control conditions and derived a compendium of gene signature modules per cell type, subtype, clinical condition and compartment. We demonstrate approaches for exploring and evaluating their significance via a new interactive web portal (ToppCell). As examples, we develop three hypotheses: (1) a multicellular signaling cascade among alternatively differentiated monocyte-derived macrophages whose tasks include T cell recruitment and activation; (2) novel platelet subtypes with drastically modulated expression of genes responsible for adhesion, coagulation and thrombosis; (3) a multilineage cell activator network able to drive extrafollicular B maturation via an ensemble of genes extensively associated with risk for developing autoimmunity.


2021 ◽  
Vol 7 (1) ◽  
Author(s):  
Jianwu Shi ◽  
Kin Lam Fok ◽  
Pengyuan Dai ◽  
Feng Qiao ◽  
Mengya Zhang ◽  
...  

AbstractSpermatozoa acquire their fertilizing ability and forward motility during epididymal transit, suggesting the importance of the epididymis. Although the cell atlas of the epididymis was reported recently, the heterogeneity of the cells and the gene expression profile in the epididymal tube are still largely unknown. Considering single-cell RNA sequencing results, we thoroughly studied the cell composition, spatio-temporal differences in differentially expressed genes (DEGs) in epididymal segments and mitochondria throughout the epididymis with sufficient cell numbers. In total, 40,623 cells were detected and further clustered into 8 identified cell populations. Focused analyses revealed the subpopulations of principal cells, basal cells, clear/narrow cells, and halo/T cells. Notably, two subtypes of principal cells, the Prc7 and Prc8 subpopulations were enriched as stereocilia-like cells according to GO analysis. Further analysis demonstrated the spatially specific pattern of the DEGs in each cell cluster. Unexpectedly, the abundance of mitochondria and mitochondrial transcription (MT) was found to be higher in the corpus and cauda epididymis than in the caput epididymis by scRNA-seq, immunostaining, and qPCR validation. In addition, the spatio-temporal profile of the DEGs from the P42 and P56 epididymis, including transiting spermatozoa, was depicted. Overall, our study presented the single-cell transcriptome atlas of the mouse epididymis and revealed the novel distribution pattern of mitochondria and key genes that may be linked to sperm functionalities in the first wave and subsequent wave of sperm, providing a roadmap to be emulated in efforts to achieve sperm maturation regulation in the epididymis.


2021 ◽  
Author(s):  
Duanrui Liu ◽  
Jingyu Zhu ◽  
Zongming Wang ◽  
Yusong Fang ◽  
Mingjie Yuan ◽  
...  

Abstract Background: RNA N6-methyladenosine (m6A) modification plays a nonnegligible role in shaping individual tumor microenvironment (TME) characterizations. However, the landscape and relationship of m6A modification and TME cell infiltration remain unknown in gastroesophageal adenocarcinomas (GEA). Methods: We systematically examined the TME of GEA focusing on the distinct m6A modification patterns from the public databases. Intrinsic patterns of m6A modification were evaluated for associations with clinicopathological characteristics, underlying biological pathways, tumor immune cell infiltration, oncological outcomes and treatment responses. We generated a single-cell transcriptome atlas of the GEA sample inhouse to validate the role of the m6A modification pattern on TME.Results: We identified and validated the landscape of m6A regulators and tumor-infiltrating immune cells in GEA. Then, two distinct m6A modification patterns of GEA (cluster1/2 subgroup) were defined, and we correlated two subgroups with TME cell-infiltrating characteristics. Cluster2 subgroup correlates with a poorer prognosis, down-regulated PD-1 expression, higher risk scores and distinct immune cell infiltration. Additionally, PPI and WGCNA network analysis were integrated to identify key module genes closely related to immune infiltration of GEA to find immunotherapy markers. And COL4A1 and COL5A2 in brown module were significantly correlated to the prognosis, PD-1/L1 and CTLA-4 expression of GEA patients. Interesting, low COL5A2 expression was linked to an enhanced response to anti-PD-1 immunotherapy. Finally, a prognostic risk score was constructed using three m6A regulator-associated signatures that represented an independent prognosis factor for GEA. The single-cell transcriptome atlas of GEA sample validated the role of m6A modification pattern on TME and revealed that three m6A regulators are highly expressed in CD4+ T cells, CD8+ T cells, Tregs and Macrophages.Conclusions: Our work revealed m6A RNA methylation regulators are a type of vital participant in the malignant progression and TME diversity of GEA. m6A modification patterns of COL5A2 may be the potential biomarker contributes to predicting the response to anti-PD-1 immunotherapy.


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