scholarly journals Identification of novel miRNA targets in CHO cell lines and characterization of their impact on protein N-glycosylation

Author(s):  
Ankita Singh ◽  
Yuzhou Fan ◽  
Selgin Cakal ◽  
Thomas Amann ◽  
Anders Hansen ◽  
...  

CHO cell lines are a workhorse for the production of pharmaceutical proteins, but show some limitations in the variability and stability of N-glycosylation profiles. One promising approach to addressing this at the required systems-level is miRNA, which can regulate a large number of genes and have predictable targets. Herein, we first identified de novo 656 potential miRNAs in the CHO genome based on a combination of literature, database searching, and miRNA sequencing. We further sequenced mRNA from the same cultures, and used a combination of mRNA-miRNA correlation analysis, target prediction and literature searches to find miRNAs potentially targeting N-glycosylation. Our ten best miRNA candidates were subjected to miRNA overexpression, knockdown, or knock-out in CHO cell lines. Out of the ten candidates, four (miR-128, miR-34c, miR-30b, and miR-449a) showed positive effects on N-glycosylation and could be applied directly for CHO cell engineering. The fact that 40% of the screened targets had a desired effect, and the prediction of 656 miRNAs illustrates the massive potential of miRNA engineering in CHO.

Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 1188-1188
Author(s):  
Jouliana Sadek ◽  
Jan Krumsiek ◽  
Tuo Zhang ◽  
Barbara Coan ◽  
Maite Ibañez de Garayo ◽  
...  

Abstract Although nucleoside analogues have been used effectively in the clinic for the treatment of a wide range of hematological malignancies, lack of response to currently available nucleoside analogues and drug resistance limit their utility. A rare but highly aggressive cancer is primary effusion lymphoma (PEL). Through high throughput screening, we have discovered a novel nucleoside analog, called 6-ethylthioinosine (6-ETI) as a potent and selective inhibitor of PEL, with little activity in other lymphomas tested. PEL is a rare B-cell non-Hodgkin's lymphoma characterized by lymphomatous effusions in body cavities. It is associated with Kaposi's sarcoma herpesvirus (KSHV/HHV-8) infection and occurs mainly in immunocompromised patients. PEL is known to frequently be resistant to conventional chemotherapy (CHOP and EPOCH) resulting in poor prognosis and a rather incurable disease. Our studies demonstrated that 6-ETI is a pro-drug activated by adenosine kinase (ADK), an enzyme that is overexpressed in PEL cell lines and primary PEL specimens, as well as other plasma cell malignancies, including plasmablastic lymphoma (PBL) and multiple myeloma (MM). The latter is also responsive to 6-ETI in vitro and in mouse models. 6-ETI induces S phase arrest and inhibits DNA synthesis. RNA sequencing of in vitro generated PEL resistant clones and CRISPR knock out of ADK (ADK KO), respectively, indicated that mutations or loss of expression of ADK renders cells resistant to treatment. This data demonstrates that ADK expression can be used as a predictive biomarker of response to 6-ETI, which can help identify which patients are more likely to respond to this treatment. We investigated which pathways are differentially regulated in sensitive and resistant cells to better delineate the mechanism of action of 6-ETI and to design effective combinatorial regimens and prevent resistance. We found that drug sensitivity was associated with AMPK activation and inhibition of PI3K/mTOR/p70S6K signaling. Little is known about the function of ADK in plasma cell neoplasms. Knock-out of this protein in PEL, or use of ADK chemical inhibitors, do not affect their viability. Thus, we used ADK KO cell lines to examine the role of ADK in these tumors and to determine if cells undergo adaptations that may contribute to 6-ETI resistance and represent potential vulnerabilities to combat it. We performed metabolic and transcriptomic profiling of wild type (WT) (6-ETI sensitive) and ADK KO (6-ETI resistant) cells to achieve a comprehensive assessment of all the metabolic perturbations and gene expression changes induced by knocking out ADK. We also treated these cells with 6-ETI to examine the effects in sensitive and resistant cells. This integrated analysis revealed that 6-ETI depletes sensitive PEL cells of their nucleotide pools accompanied by the downregulation of several genes in purine and pyrimidine biosynthesis pathways. We found that adenine supplementation rescues sensitive PEL cells from 6-ETI induced cytotoxicity, reverses p70S6K inhibition and restores DNA synthesis suggesting that purine metabolism is a critical mediator of 6-ETI induced cytotoxicity. Using seahorse bioenergetic assay, we show that ADK KO resistant cells have impaired mitochondrial respiration indicating that ADK plays a critical role in mitochondrial bioenergetics. Metabolic profiling of these ADK KO resistant cells showed that these cells have elevated levels of de novo pyrimidine metabolic intermediates. Metabolic flux through de novo pyrimidine is controlled by the rate limiting enzyme CAD. The activity of CAD is regulated by ribosomal protein S6 Kinase 1(S6K1) by phosphorylation at its (Ser1859) site. Using western blotting, we observed a striking increase of phosphorylation of CAD at its S6K1 site (Ser1859) in ADK KO cells compared to WT cells. This is the first to date study that characterizes the role of ADK in lymphomas. Our data indicates that ADK KO cells have undergone metabolic reprogramming to upregulate de novo pyrimidine biosynthesis and p70S6K signaling. Moreover, we found that 6-ETI synergizes with the pan PI3K inhibitor BKM120 highlighting nucleotide metabolism and PI3K/mTOR signaling as key therapeutic vulnerabilities targeted by this novel nucleoside analog. Disclosures No relevant conflicts of interest to declare.


Gene ◽  
2004 ◽  
Vol 337 ◽  
pp. 91-103 ◽  
Author(s):  
Hidehiko Sugino ◽  
Tomoko Toyama ◽  
Yusuke Taguchi ◽  
Shigeyuki Esumi ◽  
Mitsuhiro Miyazaki ◽  
...  

Symmetry ◽  
2021 ◽  
Vol 13 (4) ◽  
pp. 546
Author(s):  
Miroslava Nedyalkova ◽  
Vasil Simeonov

A cheminformatics procedure for a partitioning model based on 135 natural compounds including Flavonoids, Saponins, Alkaloids, Terpenes and Triterpenes with drug-like features based on a descriptors pool was developed. The knowledge about the applicability of natural products as a unique source for the development of new candidates towards deadly infectious disease is a contemporary challenge for drug discovery. We propose a partitioning scheme for unveiling drug-likeness candidates with properties that are important for a prompt and efficient drug discovery process. In the present study, the vantage point is about the matching of descriptors to build the partitioning model applied to natural compounds with diversity in structures and complexity of action towards the severe diseases, as the actual SARS-CoV-2 virus. In the times of the de novo design techniques, such tools based on a chemometric and symmetrical effect by the implied descriptors represent another noticeable sign for the power and level of the descriptors applicability in drug discovery in establishing activity and target prediction pipeline for unknown drugs properties.


2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Que Zhang ◽  
Rui Cai ◽  
Guorong Tang ◽  
Wanrong Zhang ◽  
Weijun Pang

Abstract Background Intramuscular fat (IMF) content is a vital parameter for assessing pork quality. Increasing evidence has shown that microRNAs (miRNAs) play an important role in regulating porcine IMF deposition. Here, a novel miRNA implicated in porcine IMF adipogenesis was found, and its effect and regulatory mechanism were further explored with respect to intramuscular preadipocyte proliferation and differentiation. Results By porcine adipose tissue miRNA sequencing analysis, we found that miR-146a-5p is a potential regulator of porcine IMF adipogenesis. Further studies showed that miR-146a-5p mimics inhibited porcine intramuscular preadipocyte proliferation and differentiation, while the miR-146a-5p inhibitor promoted cell proliferation and adipogenic differentiation. Mechanistically, miR-146a-5p suppressed cell proliferation by directly targeting SMAD family member 4 (SMAD4) to attenuate TGF-β signaling. Moreover, miR-146a-5p inhibited the differentiation of intramuscular preadipocytes by targeting TNF receptor-associated factor 6 (TRAF6) to weaken the AKT/mTORC1 signaling downstream of the TRAF6 pathway. Conclusions MiR-146a-5p targets SMAD4 and TRAF6 to inhibit porcine intramuscular adipogenesis by attenuating TGF-β and AKT/mTORC1 signaling, respectively. These findings provide a novel miRNA biomarker for regulating intramuscular adipogenesis to promote pork quality.


2021 ◽  
Vol 22 (10) ◽  
pp. 5218
Author(s):  
Tomu Kamijo ◽  
Takahiro Kaido ◽  
Masahiro Yoda ◽  
Shinpei Arai ◽  
Kazuyoshi Yamauchi ◽  
...  

We identified a novel heterozygous hypofibrinogenemia, γY278H (Hiroshima). To demonstrate the cause of reduced plasma fibrinogen levels (functional level: 1.12 g/L and antigenic level: 1.16 g/L), we established γY278H fibrinogen-producing Chinese hamster ovary (CHO) cells. An enzyme-linked immunosorbent assay demonstrated that synthesis of γY278H fibrinogen inside CHO cells and secretion into the culture media were not reduced. Then, we established an additional five variant fibrinogen-producing CHO cell lines (γL276P, γT277P, γT277R, γA279D, and γY280C) and conducted further investigations. We have already established 33 γ-module variant fibrinogen-producing CHO cell lines, including 6 cell lines in this study, but only the γY278H and γT277R cell lines showed disagreement, namely, recombinant fibrinogen production was not reduced but the patients’ plasma fibrinogen level was reduced. Finally, we performed fibrinogen degradation assays and demonstrated that the γY278H and γT277R fibrinogens were easily cleaved by plasmin whereas their polymerization in the presence of Ca2+ and “D:D” interaction was normal. In conclusion, our investigation suggested that patient γY278H showed hypofibrinogenemia because γY278H fibrinogen was secreted normally from the patient’s hepatocytes but then underwent accelerated degradation by plasmin in the circulation.


2020 ◽  
Vol 6 (4) ◽  
pp. 205630512098445
Author(s):  
Eugenia Mitchelstein ◽  
Mora Matassi ◽  
Pablo J. Boczkowski

In face of public discourses about the negative effects that social media might have on democracy in Latin America, this article provides a qualitative assessment of existing scholarship about the uses, actors, and effects of platforms for democratic life. Our findings suggest that, first, campaigning, collective action, and electronic government are the main political uses of platforms. Second, politicians and office holders, social movements, news producers, and citizens are the main actors who utilize them for political purposes. Third, there are two main positive effects of these platforms for the democratic process—enabling social engagement and information diffusion—and two main negative ones—the presence of disinformation, and the spread of extremism and hate speech. A common denominator across positive and negative effects is that platforms appear to have minimal effects that amplify pre-existing patterns rather than create them de novo.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Laura Bryan ◽  
Michael Henry ◽  
Ronan M. Kelly ◽  
Christopher C. Frye ◽  
Matthew D. Osborne ◽  
...  

Abstract Background The ability to achieve high peak viable cell density earlier in CHO cell culture and maintain an extended cell viability throughout the production process is highly desirable to increase recombinant protein yields, reduce host cell impurities for downstream processing and reduce the cost of goods. In this study we implemented label-free LC-MS/MS proteomic profiling of IgG4 producing CHO cell lines throughout the duration of the cell culture to identify differentially expressed (DE) proteins and intracellular pathways associated with the high peak viable cell density (VCD) and extended culture VCD phenotypes. Results We identified key pathways in DNA replication, mitotic cell cycle and evasion of p53 mediated apoptosis in high peak VCD clonally derived cell lines (CDCLs). ER to Golgi vesicle mediated transport was found to be highly expressed in extended culture VCD CDCLs while networks involving endocytosis and oxidative stress response were significantly downregulated. Conclusion This investigation highlights key pathways for targeted engineering to generate desirable CHO cell phenotypes for biotherapeutic production.


Biology ◽  
2021 ◽  
Vol 10 (7) ◽  
pp. 576
Author(s):  
Yanru Fan ◽  
Wanfeng Li ◽  
Zhexin Li ◽  
Shaofei Dang ◽  
Suying Han ◽  
...  

The study of somatic embryogenesis can provide insight into early plant development. We previously obtained LaMIR166a-overexpressing embryonic cell lines of Larix kaempferi (Lamb.) Carr. To further elucidate the molecular mechanisms associated with miR166 in this species, the transcriptional profiles of wild-type (WT) and three LaMIR166a-overexpressing transgenic cell lines were subjected to RNA sequencing using the Illumina NovaSeq 6000 system. In total, 203,256 unigenes were generated using Trinity de novo assembly, and 2467 differentially expressed genes were obtained by comparing transgenic and WT lines. In addition, we analyzed the cleaved degree of LaMIR166a target genes LaHDZ31–34 in different transgenic cell lines by detecting the expression pattern of LaHdZ31–34, and their cleaved degree in transgenic cell lines was higher than that in WT. The downstream genes of LaHDZ31–34 were identified using Pearson correlation coefficients. Yeast one-hybrid and dual-luciferase report assays revealed that the transcription factors LaHDZ31–34 could bind to the promoters of LaPAP, LaPP1, LaZFP5, and LaPHO1. This is the first report of gene expression changes caused by LaMIR166a overexpression in Japanese larch. These findings lay a foundation for future studies on the regulatory mechanism of miR166.


Blood ◽  
1995 ◽  
Vol 86 (8) ◽  
pp. 3050-3059 ◽  
Author(s):  
J Castrop ◽  
D van Wichen ◽  
M Koomans-Bitter ◽  
M van de Wetering ◽  
R de Weger ◽  
...  

Abstract The TCF-1 gene encodes a putative transcription factor with affinity for a sequence motif occurring in a number of T-cell enhancers. TCF-1 mRNA was originally found to be expressed in a T cell-specific fashion within a set of human and mouse cell lines. In contrast, expression reportedly occurs in multiple nonlymphoid tissues during murine embryogenesis. We have now raised a monoclonal antibody to document expression and biochemistry of the human TCF-1 protein. As expected, the TCF-1 protein was detectable only in cell lines of T lineage. Its expression was always restricted to the nucleus. Immunohistochemistry on a panel of human tissues revealed that the TCF-1 protein was found exclusively in thymocytes and in CD3+ T cells in peripheral lymphoid tissues. Western blotting yielded a set of bands ranging from 25 kD to 55 kD, resulting from extensive alternative splicing. The TCF-1 protein was detectable in all samples of a set of 22 T-cell malignancies of various stages of maturation, but was absent from a large number of other hematologic neoplasms. These observations imply a T cell-specific function for TCF-1, a notion corroborated by recent observations on Tcf-1 knock-out mice. In addition, these results indicate that nuclear TCF-1 expression can serve as a pan-T-lineage marker in the diagnosis of lymphoid malignancies.


1988 ◽  
Vol 38 (4) ◽  
pp. 269-278 ◽  
Author(s):  
M. van Heuvel ◽  
M. Govaert-Siemerink ◽  
I. J. Bosveld ◽  
E. G. Zwarthoff ◽  
J. Trapman

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