scholarly journals An ECHO of Cartilage: In Silico Prediction of Combinatorial Treatments to Switch Between Transient and Permanent Cartilage Phenotypes With Ex Vivo Validation

Author(s):  
Sakshi Khurana ◽  
Stefano Schivo ◽  
Jacqueline R. M. Plass ◽  
Nikolas Mersinis ◽  
Jetse Scholma ◽  
...  

A fundamental question in cartilage biology is: what determines the switch between permanent cartilage found in the articular joints and transient hypertrophic cartilage that functions as a template for bone? This switch is observed both in a subset of OA patients that develop osteophytes, as well as in cell-based tissue engineering strategies for joint repair. A thorough understanding of the mechanisms regulating cell fate provides opportunities for treatment of cartilage disease and tissue engineering strategies. The objective of this study was to understand the mechanisms that regulate the switch between permanent and transient cartilage using a computational model of chondrocytes, ECHO. To investigate large signaling networks that regulate cell fate decisions, we developed the software tool ANIMO, Analysis of Networks with interactive Modeling. In ANIMO, we generated an activity network integrating 7 signal transduction pathways resulting in a network containing over 50 proteins with 200 interactions. We called this model ECHO, for executable chondrocyte. Previously, we showed that ECHO could be used to characterize mechanisms of cell fate decisions. ECHO was first developed based on a Boolean model of growth plate. Here, we show how the growth plate Boolean model was translated to ANIMO and how we adapted the topology and parameters to generate an articular cartilage model. In ANIMO, many combinations of overactivation/knockout were tested that result in a switch between permanent cartilage (SOX9+) and transient, hypertrophic cartilage (RUNX2+). We used model checking to prioritize combination treatments for wet-lab validation. Three combinatorial treatments were chosen and tested on metatarsals from 1-day old rat pups that were treated for 6 days. We found that a combination of IGF1 with inhibition of ERK1/2 had a positive effect on cartilage formation and growth, whereas activation of DLX5 combined with inhibition of PKA had a negative effect on cartilage formation and growth and resulted in increased cartilage hypertrophy. We show that our model describes cartilage formation, and that model checking can aid in choosing and prioritizing combinatorial treatments that interfere with normal cartilage development. Here we show that combinatorial treatments induce changes in the zonal distribution of cartilage, indication possible switches in cell fate. This indicates that simulations in ECHO aid in describing pathologies in which switches between cell fates are observed, such as OA.

Author(s):  
Karolina Punovuori ◽  
Mattias Malaguti ◽  
Sally Lowell

AbstractDuring early neural development, changes in signalling inform the expression of transcription factors that in turn instruct changes in cell identity. At the same time, switches in adhesion molecule expression result in cellular rearrangements that define the morphology of the emerging neural tube. It is becoming increasingly clear that these two processes influence each other; adhesion molecules do not simply operate downstream of or in parallel with changes in cell identity but rather actively feed into cell fate decisions. Why are differentiation and adhesion so tightly linked? It is now over 60 years since Conrad Waddington noted the remarkable "Constancy of the Wild Type” (Waddington in Nature 183: 1654–1655, 1959) yet we still do not fully understand the mechanisms that make development so reproducible. Conversely, we do not understand why directed differentiation of cells in a dish is sometimes unpredictable and difficult to control. It has long been suggested that cells make decisions as 'local cooperatives' rather than as individuals (Gurdon in Nature 336: 772–774, 1988; Lander in Cell 144: 955–969, 2011). Given that the cadherin family of adhesion molecules can simultaneously influence morphogenesis and signalling, it is tempting to speculate that they may help coordinate cell fate decisions between neighbouring cells in the embryo to ensure fidelity of patterning, and that the uncoupling of these processes in a culture dish might underlie some of the problems with controlling cell fate decisions ex-vivo. Here we review the expression and function of cadherins during early neural development and discuss how and why they might modulate signalling and differentiation as neural tissues are formed.


2019 ◽  
Vol 20 (2) ◽  
pp. 455 ◽  
Author(s):  
Felix Beyer ◽  
Iria Samper Agrelo ◽  
Patrick Küry

The adult mammalian central nervous system (CNS) is generally considered as repair restricted organ with limited capacities to regenerate lost cells and to successfully integrate them into damaged nerve tracts. Despite the presence of endogenous immature cell types that can be activated upon injury or in disease cell replacement generally remains insufficient, undirected, or lost cell types are not properly generated. This limitation also accounts for the myelin repair capacity that still constitutes the default regenerative activity at least in inflammatory demyelinating conditions. Ever since the discovery of endogenous neural stem cells (NSCs) residing within specific niches of the adult brain, as well as the description of procedures to either isolate and propagate or artificially induce NSCs from various origins ex vivo, the field has been rejuvenated. Various sources of NSCs have been investigated and applied in current neuropathological paradigms aiming at the replacement of lost cells and the restoration of functionality based on successful integration. Whereas directing and supporting stem cells residing in brain niches constitutes one possible approach many investigations addressed their potential upon transplantation. Given the heterogeneity of these studies related to the nature of grafted cells, the local CNS environment, and applied implantation procedures we here set out to review and compare their applied protocols in order to evaluate rate-limiting parameters. Based on our compilation, we conclude that in healthy CNS tissue region specific cues dominate cell fate decisions. However, although increasing evidence points to the capacity of transplanted NSCs to reflect the regenerative need of an injury environment, a still heterogenic picture emerges when analyzing transplantation outcomes in injury or disease models. These are likely due to methodological differences despite preserved injury environments. Based on this meta-analysis, we suggest future NSC transplantation experiments to be conducted in a more comparable way to previous studies and that subsequent analyses must emphasize regional heterogeneity such as accounting for differences in gray versus white matter.


Science ◽  
2017 ◽  
Vol 356 (6345) ◽  
pp. 1379-1383 ◽  
Author(s):  
Marcin Zagorski ◽  
Yoji Tabata ◽  
Nathalie Brandenberg ◽  
Matthias P. Lutolf ◽  
Gašper Tkačik ◽  
...  

Like many developing tissues, the vertebrate neural tube is patterned by antiparallel morphogen gradients. To understand how these inputs are interpreted, we measured morphogen signaling and target gene expression in mouse embryos and chick ex vivo assays. From these data, we derived and validated a characteristic decoding map that relates morphogen input to the positional identity of neural progenitors. Analysis of the observed responses indicates that the underlying interpretation strategy minimizes patterning errors in response to the joint input of noisy opposing gradients. We reverse-engineered a transcriptional network that provides a mechanistic basis for the observed cell fate decisions and accounts for the precision and dynamics of pattern formation. Together, our data link opposing gradient dynamics in a growing tissue to precise pattern formation.


Blood ◽  
2004 ◽  
Vol 104 (11) ◽  
pp. 4142-4142
Author(s):  
Toni Peled ◽  
Sophie Adi ◽  
Elina Glukhman ◽  
Frida Grynspan ◽  
Arnon Nagler ◽  
...  

Abstract CD38, originally described as a differentiation marker, has emerged as an important multifunctional transmembrane protein. Its most intriguing and well-characterized function is its ability to catalyze the synthesis of cyclic ADP-ribose (cADPR) from NAD. Of particular interest is its presence on the inner membrane of the nucleus, suggesting that CD38/cADPR may play a direct role in mediating nuclear activation and gene expression. Our studies on ex vivo expansion of Hematopoietic Stem Cells (HSCs) have led us to test whether alteration of CD38 function carries the potential of affecting cell fate decisions of HSCs. Inhibition of CD38 enzymatic activity was achieved by treating CD34+ cell cultures with nicotinamide (NA), a well-known base-exchange inhibitor demonstrated to inhibit the synthesis of cADPR from NAD. We report here that exogenously added nicotinamide (5–10 mM) to CD34+ cell cultures supplemented with cytokines (SCF, TPO, IL-6, FLt3, +/− IL-3) resulted in significant enrichment of CD34+CD38− (79±9.3%, n=9) and CD34+CD38−Lin− (19±3%, n=8) cells, as compared with control cultures treated only with cytokines (6.3±1.8%, n=9, and 0.7±0.06%, n=8, respectively, p<0.01). The functionality of these early progenitor subsets was demonstrated using the extended LTC-CFC assay, performed in the absence of NA. These results raised the intriguing possibility that cADPR production may have a pivotal role in regulation of CD34+ cell fate. However, inhibition of cADPR downstream signal transduction pathways by its specific antagonist, 8-amino-cADPR did not yield any effect on CD34+ cell cultures, excluding the possibility that nicotinamide modulates CD34+ cell fate solely by inhibition of cADPR synthesis. Nicotinamide is also a well-known potent inhibitor of SIRT2, a unique NAD(+)-dependent type III histone deacetylase (HDAC) with mono-ADP-ribosyltransferase activity involved in gene silencing, metabolism, apoptosis and aging. NA blocks NAD(+) hydrolysis by binding to an adjacent conserved pocket, and is therefore suggested as the physiologically relevant regulator of SIRT2 enzymes. This additional function of nicotinamide raises the intriguing possibility that HSC enrichment achieved by nicotinamide treatment may be related to specific inhibition of SIRT2 deacetylase activity and modulation of chromatin architecture leading to re-activation of previously silenced genes. In line with this hypothesis, Milhem et all. recently reported that addition of trichostatin A, a specific HDAC (type I and II) inhibitor, along with a DNA hypomethylating agent, modulated HSC fate ex vivo resulting in the retention of stem cell phenotype, number, and function (Blood, 2004; 103; 4102). Ongoing work is aimed at elucidating whether inhibition of SIRT2 is specifically involved in NA mechanism of activity leading to modulation of hematopoietic stem cell fate in ex vivo conditions.


Cancers ◽  
2021 ◽  
Vol 13 (4) ◽  
pp. 676
Author(s):  
Matthew Man-Kin Wong ◽  
Sancy Mary Joyson ◽  
Heiko Hermeking ◽  
Sung Kay Chiu

Activating Enhancer-Binding Protein 4 (AP4)/transcription factor AP4 (TFAP4) is a basic-helix-loop-helix-leucine-zipper transcription factor that was first identified as a protein bound to SV40 promoters more than 30 years ago. Almost 15 years later, AP4 was characterized as a target of the c-Myc transcription factor, which is the product of a prototypic oncogene that is activated in the majority of tumors. Interestingly, AP4 seems to represent a central hub downstream of c-Myc and N-Myc that mediates some of their functions, such as proliferation and epithelial-mesenchymal transition (EMT). Elevated AP4 expression is associated with progression of cancer and poor patient prognosis in multiple tumor types. Deletion of AP4 in mice points to roles of AP4 in the control of stemness, tumor initiation and adaptive immunity. Interestingly, ex vivo AP4 inactivation results in increased DNA damage, senescence, and apoptosis, which may be caused by defective cell cycle progression. Here, we will summarize the roles of AP4 as a transcriptional repressor and activator of target genes and the contribution of protein and non-coding RNAs encoded by these genes, in regulating the above mentioned processes. In addition, proteins interacting with or regulating AP4 and the cellular signaling pathways altered after AP4 dysregulation in tumor cells will be discussed.


2016 ◽  
Vol 214 (1) ◽  
pp. 197-208 ◽  
Author(s):  
Bharat Vaidyanathan ◽  
Ashutosh Chaudhry ◽  
William T. Yewdell ◽  
Davide Angeletti ◽  
Wei-Feng Yen ◽  
...  

Generation of cellular heterogeneity is an essential feature of the adaptive immune system. This is best exemplified during humoral immune response when an expanding B cell clone assumes multiple cell fates, including class-switched B cells, antibody-secreting plasma cells, and memory B cells. Although each cell type is essential for immunity, their generation must be exquisitely controlled because a class-switched B cell cannot revert back to the parent isotype, and a terminally differentiated plasma cell cannot contribute to the memory pool. In this study, we show that an environmental sensor, the aryl hydrocarbon receptor (AhR) is highly induced upon B cell activation and serves a critical role in regulating activation-induced cell fate outcomes. We find that AhR negatively regulates class-switch recombination ex vivo by altering activation-induced cytidine deaminase expression. We further demonstrate that AhR suppresses class switching in vivo after influenza virus infection and immunization with model antigens. In addition, by regulating Blimp-1 expression via Bach2, AhR represses differentiation of B cells into plasmablasts ex vivo and antibody-secreting plasma cells in vivo. These experiments suggest that AhR serves as a molecular rheostat in B cells to brake the effector response, possibly to facilitate optimal recall responses. Thus, AhR might represent a novel molecular target for manipulation of B cell responses during vaccination.


The Analyst ◽  
2020 ◽  
Vol 145 (21) ◽  
pp. 7030-7039
Author(s):  
Isamar Pastrana-Otero ◽  
Sayani Majumdar ◽  
Aidan E. Gilchrist ◽  
Brittney L. Gorman ◽  
Brendan A. C. Harley ◽  
...  

Development of an inexpensive substrate that is compatible with the chemistries used to fabricate biomaterial microarrays for tissue engineering applications and noninvasive single-cell Raman spectroscopy for identifying stem cell fate decisions.


Blood ◽  
2007 ◽  
Vol 109 (8) ◽  
pp. 3579-3587 ◽  
Author(s):  
Mari H. Dallas ◽  
Barbara Varnum-Finney ◽  
Paul J. Martin ◽  
Irwin D. Bernstein

Abstract A physiologic role for Notch signaling in hematopoiesis has been clearly defined in lymphoid differentiation, with evidence suggesting a critical role in T-cell versus B-cell fate decisions. Previously, we demonstrated that activation of endogenous Notch receptors by culture of murine lin−Sca-1+c-kit+ (LSK) hematopoietic progenitors with exogenously presented Notch ligand, Delta1ext-IgG, consisting of the extracellular domain of Delta1 fused to the Fc domain of human IgG1, promoted early T-cell differentiation and increased the number of progenitors capable of short-term lymphoid and myeloid reconstitution. Here we show that culture of LSK precursors with Delta1ext-IgG increases the number of progenitors that are able to rapidly repopulate the thymus and accelerate early T-cell reconstitution with a diversified T-cell receptor repertoire. Most of the early T-cell reconstitution originated from cells that expressed lymphoid-associated antigens: B220, Thy1, CD25, and/or IL7Rα, whereas the most efficient thymic repopulation on a per cell basis originated from the smaller number of cultured cells that did not express lymphoid-associated antigens. These findings demonstrate the potential of Delta1ext-IgG-cultured cells for accelerating early immune reconstitution after hematopoietic cell transplantation.


2019 ◽  
Vol 3 (5) ◽  
pp. 631-643 ◽  
Author(s):  
Adam M. Vogel ◽  
Kylie M. Persson ◽  
Travis R. Seamons ◽  
Tara L. Deans

Synthetic biology is a relatively new field of science that combines aspects of biology and engineering to create novel tools for the construction of biological systems. Using tools within synthetic biology, stem cells can then be reprogrammed and differentiated into a specified cell type. Stem cells have already proven to be largely beneficial in many different therapies and have paved the way for tissue engineering and regenerative medicine. Although scientists have made great strides in tissue engineering, there still remain many questions to be answered in regard to regeneration. Presented here is an overview of synthetic biology, common tools built within synthetic biology, and the way these tools are being used in stem cells. Specifically, this review focuses on how synthetic biologists engineer genetic circuits to dynamically control gene expression while also introducing emerging topics such as genome engineering and synthetic transcription factors. The findings mentioned in this review show the diverse use of stem cells within synthetic biology and provide a foundation for future research in tissue engineering with the use of synthetic biology tools. Overall, the work done using synthetic biology in stem cells is in its early stages, however, this early work is leading to new approaches for repairing diseased and damaged tissues and organs, and further expanding the field of tissue engineering.


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