scholarly journals Snapshot – changing melanocyte identity in melanoma developing route

2020 ◽  
Vol 1 (1) ◽  
pp. 33-47
Author(s):  
Monica Neagu ◽  
◽  
Carolina Constantin ◽  
Ayse Basak Engin ◽  
Iulia Popescu ◽  
...  

The largest organ with immune function, the skin, has complex structure and various physiological functions. Cells comprising this complex structure sustain various processes and have proteomic/transcriptomic/genomic patterns that would subside to developing a specific function in a specific moment of time and in a defined space. Within the complex skin structure melanocyte is one of the cell types that is involved in skin’s main functions. In the process of normal melanocyte transformation into a neoplastic cell there are several stages that are favored by a protumor inflammatory milieu. A tumorigenesis-friendly environment would increase cell’s genetic instability that will further lead to tumorigenesis and additionally to metastasis. In the environment, immune cells and immune-related molecules seminally contribute to the inflammatory landscape. Melanomagenesis is not a straight forward process. In order to take place, various factors need to collide, environmental, genetic, and immune factors must conjoint. Melanomas are heterogeneous and the transformed melanocyte has various genetic alterations, these mutations being specific to the site, to the degree of UV exposure, and/or specific for the genetic make-up of the host’s organism. This variability suggests that melanoma has more than one causal pathway. Within our paper we will snapshot the cellular identity of normal melanocyte, through benign transformed melanocyte up to a full blown tumorigenesis. Factors that are triggering these transformations(s) will be briefly highlighted.

2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Van Hoan Do ◽  
Stefan Canzar

AbstractEmerging single-cell technologies profile multiple types of molecules within individual cells. A fundamental step in the analysis of the produced high-dimensional data is their visualization using dimensionality reduction techniques such as t-SNE and UMAP. We introduce j-SNE and j-UMAP as their natural generalizations to the joint visualization of multimodal omics data. Our approach automatically learns the relative contribution of each modality to a concise representation of cellular identity that promotes discriminative features but suppresses noise. On eight datasets, j-SNE and j-UMAP produce unified embeddings that better agree with known cell types and that harmonize RNA and protein velocity landscapes.


2003 ◽  
Vol 89 (06) ◽  
pp. 1081-1088 ◽  
Author(s):  
Maroulio Talieri ◽  
Eleftherios Diamandis ◽  
Nikos Katsaros ◽  
Dimitrios Gourgiotis ◽  
Andreas Scorilas

SummaryApoptosis, a normal physiological form of cell death, is critically involved in the regulation of cellular homeostasis. If the delicate balance between cell death and cell proliferation is altered by a defect in the normal regulation of apoptosis signaling, a cell population is able to survive and accumulate, thereby favoring the acquisition of further genetic alterations and promoting tumorigenesis. Dysregulation of programmed cell death mechanisms plays an important role in the pathogenesis and progression of breast cancer, as well as in the responses of tumors to therapeutic intervention. Overexpression of anti-apoptotic members of the Bcl-2 family such as Bcl-2 and Bcl-XL has been implicated in cancer chemoresistance, whereas high levels of pro-apoptotic proteins such as Bax promote apoptosis and sensitize tumor cells to various anticancer therapies. Recently, a new member of the Bcl-2 family, BCL2L12, was cloned. The BCL2L12 gene is constitutively expressed in many tissues, suggesting that the encoded protein serves an important function in different cell types. In the present study, the expression of BCL2L12 gene was analyzed by reverse transcription-PCR (PT-PCR) in 70 breast cancer tissues. Our results indicate that BCL2L12 positive breast tumors are mainly of lower stage (I/II) or grade (I/II) (p=0.02 or p=0.04 respectively). Cox regression analysis revealed that BCL2L12 expression is positively related to disease-free (DFS) and overall survival (OS) at both univariate and multivariate analysis (p=0.021, p=0.029, p=0.032, p=0.044 respectively). Kaplan-Meier survival curves also demonstrated that patients with BCL2L12-positive tumors have significantly longer DFS and OS (p=0.002 and p<0.001 respectively). BCL2L12 expression may be regarded as a new independent favorable prognostic marker for breast cancer.Part of this paper was originally presented at the joint meetings of the 16th International Congress of the International Society of Fibrinolysis and Proteolysis (ISFP) and the 17th International Fibrinogen Workshop of the International Fibrinogen Research Society (IFRS) held in Munich, Germany, September, 2002.


2021 ◽  
Author(s):  
Brandon W Simone ◽  
Han B Lee ◽  
Camden L Daby ◽  
Santiago Restrepo-Castillo ◽  
Hirotaka Ata ◽  
...  

Introducing small genetic changes to study specific mutations or reverting clinical mutations to wild type has been an area of interest in precision genomics for several years. In fact, it has been found that nearly 90% of all human pathogenic mutations are caused by small genetic variations, and the methods to efficiently and precisely correct these errors are critically important. One common way to make these small DNA changes is to provide a single stranded DNA (ssDNA) donor containing the desired alteration together with a targeted double-strand break (DSB) at the genomic target. The donor is typically flanked by regions of homology that are often ~30-100bp in length to leverage the homology directed repair (HDR) pathway. Coupling a ssDNA donor with a CRISPR-Cas9 to produce a targeted DSB is one of the most streamlined approaches to introduce small changes. However, in many cell types this approach results in a low rate of incorporation of the desired alteration and has undesired imprecise repair at the 5' or 3' junction due to artifacts of the DNA repair process. We herein report a technology that couples the spatial temporal localization of an ssDNA repair template and leverages the nucleic acid components of the CRISPR-Cas9 system. We show that by direct fusion of an ssDNA template to the trans activating RNA (tracrRNA) to generate an RNA-DNA chimera, termed Donorguide, we recover precise integration of genetic alterations, with both increased integration rates and decreased imprecision at the 5' or 3' junctions relative to an ssODN donor in vitro in HEK293T cells as well as in vivo in zebrafish. Further, we show that this technology can be used to enhance gene conversion with other gene editing tools such as TALENs.


2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Fabio Zanini ◽  
Bojk A. Berghuis ◽  
Robert C. Jones ◽  
Benedetta Nicolis di Robilant ◽  
Rachel Yuan Nong ◽  
...  

Abstract Single cell transcriptomics is revolutionising our understanding of tissue and disease heterogeneity, yet cell type identification remains a partially manual task. Published algorithms for automatic cell annotation are limited to known cell types and fail to capture novel populations, especially cancer cells. We developed northstar, a computational approach to classify thousands of cells based on published data within seconds while simultaneously identifying and highlighting new cell states such as malignancies. We tested northstar on data from glioblastoma, melanoma, and seven different healthy tissues and obtained high accuracy and robustness. We collected eleven pancreatic tumors and identified three shared and five private neoplastic cell populations, offering insight into the origins of neuroendocrine and exocrine tumors. Northstar is a useful tool to assign known and novel cell type and states in the age of cell atlases.


2019 ◽  
Author(s):  
Francesco Ciscato ◽  
Riccardo Filadi ◽  
Ionica Masgras ◽  
Marco Pizzi ◽  
Oriano Marin ◽  
...  

AbstractCancer cells undergo changes in metabolic and survival pathways that increase their malignancy. Isoform 2 of the glycolytic enzyme hexokinase (HK2) enhances both glucose metabolism and resistance to death stimuli in many neoplastic cell types. Here we observe that HK2 locates at mitochondria-endoplasmic reticulum (ER) contact sites called MAMs (Mitochondria-Associated Membranes). HK2 displacement from MAMs with a selective peptide triggers mitochondrial Ca2+ overload caused by Ca2+ release from ER via inositol-3-phosphate receptors (IP3Rs) and by Ca2+ entry through plasma membrane. This results in Ca2+-dependent calpain activation, mitochondrial depolarization and cell death. The HK2-targeting peptide causes massive death of chronic lymphocytic leukemia B cells freshly isolated from patients, and an actionable form of the peptide reduces growth of breast and colon cancer cells allografted in mice without noxious effects on healthy tissues. These results identify a signalling pathway primed by HK2 displacement from MAMs that can be activated as anti-neoplastic strategy.


Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 17-18
Author(s):  
Warren Fiskus ◽  
Christopher Peter Mill ◽  
Bernardo H Lara ◽  
Christine Birdwell ◽  
Michael R Green ◽  
...  

Richter Transformation (RT) is the development of aggressive DLBCL (mostly ABC sub-type) in up to ~15% of patients with antecedent CLL. Approximately 80% of RT-DLBCLs are clonally-related (CLR) to the underlying CLL, with a median survival (MS) of one year. Alternatively, ~20% of RT-DLBCLs are clonally-unrelated (CLUR) to the underlying CLL, exhibiting a better MS of 5 years. Chemo-immunotherapy, or monotherapy with the Bruton's tyrosine kinase (BTK) inhibitor ibrutinib, anti-apoptotic BCL2 inhibitor venetoclax or with anti-PD1 therapy fails to achieve prolonged disease-free survival, with a majority relapsing with therapy-refractory disease. To develop and test novel targeted therapies for RT-DLBCL, we successfully established three patient-derived xenograft (PDX) models of luciferized RT-DLBCLs, including the CLR HPRT3 and CLUR HPRT2. HPRT3 and HPRT2 cells were of ABC sub-type of DLBCL, based on positive MUM1/IRF4 and negative CD10 and BCL6 expressions. The third RT-DLBCL (HPRT1) was a rarer GCB variety of DLBCL, displaying high CD10, BCL6, Ki-67 and c-Myc expressions. FISH analysis confirmed 5' MYC amplification in HPRT1 cells. Cytogenetic and array-CGH analyses showed large numbers of karyotypic and genetic alterations in HPRT3 and HPRT2 RT-DLBCLs. Low-pass whole genome sequencing showed that HPRT3 and HPRT2, but not HPRT1, exhibit large areas of amplification of DNA on chromosome 18, with copy gains at 18q21.1 involving the TCF4 gene. NextGen sequencing (NGS) of a panel of 300 genes (L-300 panel) showed more genetic mutations (at high % VAF) in HPRT3, as compared to HPRT2 or HPRT1 cells. These genetic alterations targeted transcription factors, epigenetic regulators, DNA damage/repair enzymes, signaling enzymes and their regulators. Utilizing ATAC-Seq, ChIP-Seq with H3K27Ac and BRD4 antibodies, and single cell (sc) RNA-Seq analyses, we evaluated active chromatin and gene-expressions in the three RT-DLBCLs. ChIP-Seq-determined signal-density of H3K27Ac and BRD4, as well as ATAC-Seq-determined peak-density were increased at active SE/E of BCL2, TCF4, PAX5 and IRF4 in HPRT3 and HPRT2 cells. Notably MYC, BCL6 and CDK6 SEs were active in HPRT1 cells. scRNA-Seq generated t-SNE plots showed that HPRT3 cells exhibited highest number of transcriptionally active cell-clusters, with high mRNA expressions of TCF4, PAX5 and IRF4 in HPRT3 and HPRT2 cells. HPRT1 cells overexpressed MYC mRNA. HPRT3 and HPRT2 were relatively more sensitive to venetoclax-induced lethality, which correlated with higher BCL2, BAX, BAK and BIM protein levels. Higher Bcl-xL levels correlated with increased sensitivity of HPRT3 and HPRT2 versus HPRT1 cells to a Bcl-xL-specific inhibitor A-1155463. Conversely, higher MCL1 levels correlated with greater sensitivity of HPRT1 cells to an MCL1-specific inhibitor AZD-5991. Notably, HPRT3 and HPRT2 versus HPRT1 cells were relatively resistant to ibrutinib treatment. This was due to activation of the alternative MAP3K14 (NIK kinase)-NFkB pathway with increased processing of p100 to p52. Treatment with CDK9 inhibitor NVP2 dose-dependently induced apoptosis of the 3 RT-DLBCL cells, associated with depletion of c-Myc, Bcl-xL, and MCL1 protein levels. BET inhibitor OTX015 and BET protein degrader ARV-771 induced more lethality in HPRT1, compared to HPRT3 and HPRT2 cells, which correlated with higher levels of BRD4, c-Myc and TCF4, but markedly lower levels of IRF4 in HPRT1 cells. CRISPR-Cas9-mediated knockout (KO) of IRF4 markedly depleted nuclear levels of IRF4 and c-Myc (a target of IRF4), which significantly increased sensitivity to OTX015 in IRF4 KO RT-DLBCL cells. Co-treatment with OTX015 and ibrutinib or venetoclax was synergistically lethal in all three RT-DLBCL cell-types (CI &lt; 1.0). Co-treatment with BET protein degrader ARV-771 and ibrutinib or venetoclax exerted synergistic lethality in all three RT-DLBCL cell-types (CI &lt; 1.0). Finally, following tail vein infusion and engraftment of HPRT3 cells, daily treatment for three weeks with ARV-771 and venetoclax compared to each drug or vehicle control, significantly reduced the RT-DLBCL burden, as well as improved survival without inducing toxicity in the NSG mice. These findings strongly support further testing of BET protein antagonist-based combinations with BH3 mimetics, BTK inhibitors, as well as with other novel agents, utilizing pre-clinical models of RT-DLBCL. Disclosures Green: KDAc Therapeutics: Current equity holder in private company.


Cells ◽  
2021 ◽  
Vol 10 (12) ◽  
pp. 3281
Author(s):  
Shannon E. Gilchrist ◽  
Grace M. Pennelli ◽  
Sassan Hafizi

Microglia and astrocytes are the main CNS glial cells responsible for the neuroinflammatory response, where they release a plethora of cytokines into the CNS inflammatory milieu. The TAM (Tyro3, Axl, Mer) receptors and their main ligand Gas6 are regulators of this response, however, the underlying mechanisms remain to be determined. We investigated the ability of Gas6 to modulate the CNS glial inflammatory response to lipopolysaccharide (LPS), a strong pro-inflammatory agent, through a qPCR array that explored Toll-like receptor signalling pathway-associated genes in primary cultured mouse microglia. We identified the Csf2 gene, encoding granulocyte-macrophage colony-stimulating factor (GM-CSF), as a major Gas6 target gene whose induction by LPS was markedly blunted by Gas6. Both the Csf2 gene induction and the suppressive effect of Gas6 on this were emulated through measurement of GM-CSF protein release by cells. We found distinct profiles of GM-CSF induction in different glial cell types, with microglia being most responsive during inflammation. Also, Gas6 markedly inhibited the LPS-stimulated nuclear translocation of NF-κB p65 protein in microglia. These results illustrate microglia as a major resident CNS cellular source of GM-CSF as part of the neuroinflammatory response, and that Gas6/TAM signalling inhibits this response through suppression of NF-κB signalling.


2020 ◽  
Author(s):  
Lotte Vanheer ◽  
Andrea Alex Schiavo ◽  
Matthias Van Haele ◽  
Tine Haesen ◽  
Adrian Janiszewski ◽  
...  

SUMMARYCellular identity during development is under the control of transcription factors that form gene regulatory networks. However, the transcription factors and gene regulatory networks underlying cellular identity in the human adult pancreas remain largely unexplored. Here, we integrate multiple single-cell RNA sequencing datasets of the human adult pancreas, totaling 7393 cells, and comprehensively reconstruct gene regulatory networks. We show that a network of 142 transcription factors forms distinct regulatory modules that characterize pancreatic cell types. We present evidence that our approach identifies key regulators of cell identity in the human adult pancreas. We predict that HEYL and JUND are active in acinar and alpha cells, respectively, and show that these proteins are present in the human adult pancreas as well as in human induced pluripotent stem cell-derived pancreatic cells. The comprehensive gene regulatory network atlas can be explored interactively online. We anticipate our analysis to be the starting point for a more sophisticated dissection of how transcription factors regulate cell identity in the human adult pancreas. Furthermore, given that transcription factors are major regulators of embryo development and are often perturbed in diseases, a comprehensive understanding of how transcription factors work will be relevant in development and disease biology.HIGHLIGHTS-Reconstruction of gene regulatory networks for human adult pancreatic cell types-An interactive resource to explore and visualize gene expression and regulatory states-Predicting putative transcription factors driving pancreatic cell identity-HEYL and JUND as candidate regulators of acinar and alpha cell identity, respectively


2021 ◽  
Author(s):  
Alex M. Mawla ◽  
Talitha van der Meulen ◽  
Mark O. Huising

AbstractHigh throughput sequencing has enabled the interrogation of the transcriptomic landscape of glucagon-secreting alpha cells, insulin-secreting beta cells, and somatostatin-secreting delta cells. These approaches have furthered our understanding of expression patterns that define healthy or diseased islet cell types and helped explicate some of the intricacies between major islet cell crosstalk and glucose regulation. All three endocrine cell types derive from a common pancreatic progenitor, yet alpha and beta cells have partially opposing functions, and delta cells modulate and control insulin and glucagon release. While gene signatures that define and maintain cellular identity have been widely explored, the underlying epigenetic components are incompletely characterized and understood. Chromatin accessibility and remodeling is a dynamic attribute that plays a critical role to determine and maintain cellular identity. Here, we compare and contrast the chromatin landscape between mouse alpha, beta, and delta cells using ATAC-Seq to evaluate the significant differences in chromatin accessibility. The similarities and differences in chromatin accessibility between these related islet endocrine cells help define their fate in support of their distinct functional roles. We identify patterns that suggest that both alpha and delta cells are poised, but repressed, from becoming beta-like. We also identify patterns in differentially enriched chromatin that have transcription factor motifs preferentially associated with different regions of the genome. Finally, we identify and visualize both novel and previously discovered common endocrine- and cell specific- enhancer regions across differentially enriched chromatin.


2020 ◽  
Vol 39 (4) ◽  
pp. 1051-1065 ◽  
Author(s):  
Tamás Takács ◽  
Gyöngyi Kudlik ◽  
Anita Kurilla ◽  
Bálint Szeder ◽  
László Buday ◽  
...  

AbstractThe genetic alterations in cancer cells are tightly linked to signaling pathway dysregulation. Ras is a key molecule that controls several tumorigenesis-related processes, and mutations in RAS genes often lead to unbiased intensification of signaling networks that fuel cancer progression. In this article, we review recent studies that describe mutant Ras-regulated signaling routes and their cross-talk. In addition to the two main Ras-driven signaling pathways, i.e., the RAF/MEK/ERK and PI3K/AKT/mTOR pathways, we have also collected emerging data showing the importance of Ras in other signaling pathways, including the RAC/PAK, RalGDS/Ral, and PKC/PLC signaling pathways. Moreover, microRNA-regulated Ras-associated signaling pathways are also discussed to highlight the importance of Ras regulation in cancer. Finally, emerging data show that the signal alterations in specific cell types, such as cancer stem cells, could promote cancer development. Therefore, we also cover the up-to-date findings related to Ras-regulated signal transduction in cancer stem cells.


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