Stages Of Cell Differentiation Research Articles

A transcriptomic hourglass in brown algae.

Complex multicellularity has emerged independently across a few eukaryotic lineages and is often associated with the rise of elaborate, tightly coordinated developmental processes1,2. How multicellularity and development are interconnected in evolution is a major question in biology. The hourglass model of embryonic evolution depicts how developmental processes are conserved during evolution, and predicts morphological and molecular divergence in early and late embryogenesis, bridged by a conserved mid-embryonic (phylotypic) period linked to the formation of the basic body plan3,4. Initially found in animal embryos5-8, molecular hourglass patterns have recently been proposed for land plants and fungi9,10. However, whether the hourglass pattern is an intrinsic feature of all complex multicellular eukaryotes remains unknown. Here we tested the presence of a molecular hourglass in the brown algae, a eukaryotic lineage that has evolved multicellularity independently from animals, fungi and plants1,11,12. By exploring transcriptome evolution patterns of brown algae with distinct morphological complexities, we uncovered an hourglass pattern during embryogenesis in morphologically complex species. Filamentous algae without canonical embryogenesis display transcriptome conservation in multicellular stages of the life cycle, whereas unicellular stages are more rapidly evolving. Our findings suggest that transcriptome conservation in brown algae is associated with cell differentiation stages, but is not necessarily linked to embryogenesis. Together with previous work in animals, plants and fungi, we provide further evidence for the generality of a developmental hourglass pattern across complex multicellular eukaryotes.

Position-dependent roles of somatic cells in phototaxis of Volvox

Abstract A spherical green alga, Volvox, achieves phototaxis via a simple on/off switch of flagellar beating in response to changes in light intensity, without the need for complex signal transduction between cells. Moreover, the alga can change its susceptibility to light in order to adapt to its environment. To identify the mechanisms of susceptibility regulation, experiments were conducted at three different levels: population, individual, and cellular. The light intensity dependence of the average velocity at the population level and that of the change in flow speed obtained at the individual level were consistent, indicating that susceptibility regulation occurred in each Volvox colony. Furthermore, by measuring the probability of stopping flagellar beating when the light intensity was changed, susceptibility regulation was found to result from the properties of somatic cells as differential and adaptive photosensors. These photosensing properties deteriorated from the anterior to the posterior regions of the colony. Considering the mechanical motion of a Volvox colony, the position-dependent ability of somatic cells indicates that the anterior cells play the role of a rudder, whereas the posterior cells play the role of a rower. The position-dependent properties of somatic cells imply an early stage of cell differentiation that allows for an efficient response to changes in the circumstances.

Properties and units in the clinical laboratory sciences. Part XXVIII. NPU codes for characterizing subpopulations of the hematopoietic lineage, described from their clusters of differentiation molecules (IUPAC Technical Report)

Abstract This document describes how the Nomenclature for Properties and Units (NPU) terminology can be applied to differentiate between cell subpopulations of the hematopoietic lineage. The clusters of differentiation molecules are included in the NPU syntax, together with its correct affiliations to indicate their presence or absence. This allows for identification and isolation of cell populations, subsets, and differentiation stages, which is essential for correct diagnosis and treatment of several malignancies and autoimmune diseases.

Early markers of induced pluripotent stem cell hematopoietic development

The generation of immune cell populations from induced pluripotent stem cells (iPSCs) is a valuable model to study mechanisms that control hematopoietic development; it also is a promising approach to develop immunotherapeutic strategies to treat various diseases, including hereditary, oncological and infectious ones. To date, it has been demonstrated that iPSCs can differentiate into different immune cells, including macrophages, neutrophils, natural killer cells and T cells. However, the protocols suggested so far are experimental, and they require optimization, standardization and scaling. Solution to these tasks requires methods allowing to predict the efficacy of ongoing differentiation at early differentiation stages. Here, we evaluated whether iPSC hematopoietic/myeloid differentiation can be monitored by means of flow cytometry. Human iPSCs were differentiated into hematopoietic/myeloid cells using two protocols previously suggested for the generation of macrophages from iPSCs. The protocols differed by methods used to induce early and late stages of cell differentiation. At early differentiation stages, the protocols differed by approaches used to induce the generation of mesoderm and hemogenic endothelium, i.e., 2D differentiation in the presence of exogenous factors known to promote mesoderm and hemogenic endothelium development (“factor-dependent” protocol) or 3D differentiation in the absence of exogenous cytokines and growth factors (“spontaneous” protocol). At late differentiation stages, the protocols differed by factors added to the cultures to promote hematopoietic/myeloid specification (i.e., SCF, FGF2, IL-6, IL-3 and M-CSF or only IL-3 and M-CSF). At different stages of differentiation, the expressions of antigens known to be expressed by mesoderm, hemogenic endothelium and hematopoietic cells (i.e., CD309, CD34, CD31, CD43 and CD45) were evaluated. At early differentiation stages, the main phenotypic changes observed in cell cultures were an upregulation of the expression of CD309 (a receptor for vascular endothelial growth factor), the appearance of the expression of sialophorin CD43 and the expression of CD34 antigen. In cells cultured in 2D factor-dependent conditions, these changes appeared earlier and were more pronounced as compared with cells cultured in 3D “spontaneous” conditions. The results suggest that CD309 and/or CD43 are valuable markers for an early prediction of the effectiveness of iPSC differentiation into hematopoietic/ myeloid progeny.

Establishment of an in-vitro inflammatory bowel disease model using immunological differentiation of Caco-2 cells

Studies on intestinal cell differentiation, particularly in dextran sodium sulfate (DSS)-induced inflammatory bowel disease (IBD), have predominantly focused on the disruption of intestinal crypts and suppressive effects on the intestinal microbiota; however, repeated administration of DSS is required to induce inflammatory pathology, and there is a lack of observation of early responses and consideration of differentiation stages. Although colonic adenocarcinoma (Caco-2) cells can be used as intestinal cell models, research on these cells in an immature state is limited. We, therefore, investigated the relationship between Caco-2 cell culture duration and immunological differentiation using α-defensin5 (DEFA5) as an indicator of intestinal immunity and differentiation. Changes in protein and gene expression levels in response to DSS were examined at each differentiation stage. Expression of immune- and differentiation-related proteins, including DEFA5 and lysozyme, was evident from Day 8 of culture. Immune responses to DSS varied with the differentiation stage, affecting cell viability and cytokine expression.•Caco-2 cell culture duration correlates with the differentiation stage of Paneth cells.•DSS exposure elicits different effects depending on the differentiation stage.•Our in-vitro model of IBD facilitates the characterization of the cell differentiation process and provides a methodology to help elucidate the causal mechanisms of IBD.

P10-01 A unique finding of stage specific and reversible sperm cell arrest in monkeys induced by small molecule SMN splicing agents

P10-01 A unique finding of stage specific and reversible sperm cell arrest in monkeys induced by small molecule SMN splicing agents

NJGCG: A node-based joint Gaussian copula graphical model for gene networks inference across multiple states

Inferring the interactions between genes is essential for understanding the mechanisms underlying biological processes. Gene networks will change along with the change of environment and state. The accumulation of gene expression data from multiple states makes it possible to estimate the gene networks in various states based on computational methods. However, most existing gene network inference methods focus on estimating a gene network from a single state, ignoring the similarities between networks in different but related states. Moreover, in addition to individual edges, similarities and differences between different networks may also be driven by hub genes. But existing network inference methods rarely consider hub genes, which affects the accuracy of network estimation. In this paper, we propose a novel node-based joint Gaussian copula graphical (NJGCG) model to infer multiple gene networks from gene expression data containing heterogeneous samples jointly. Our model can handle various gene expression data with missing values. Furthermore, a tree-structured group lasso penalty is designed to identify the common and specific hub genes in different gene networks. Simulation studies show that our proposed method outperforms other compared methods in all cases. We also apply NJGCG to infer the gene networks for different stages of differentiation in mouse embryonic stem cells and different subtypes of breast cancer, and explore changes in gene networks across different stages of differentiation or different subtypes of breast cancer. The common and specific hub genes in the estimated gene networks are closely related to stem cell differentiation processes and heterogeneity within breast cancers.

Abstract We046: Building Mass or Strength: Stage-specific Effects of Insulin and Wnt on Cell Fate Decisions in Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes

Background: Reactivation of the so-called fetal gene programs and pathways have been reported in failing hearts, however, it remains unclear whether this phenomenon is beneficial or detrimental to the remaining functional myocardium. During cardiac development, the orchestration of these embryonic growth pathways, facilitate temporal and stage-specific cell fate decisions such as required for specification and growth of the various myocardial compartments. Previously, we demonstrated that molecular activation of the Wnt pathway resulted in massive expansion of immature human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs). Yet, it is unknown what exact cues guide the cell fate decisions of immature hiPSC-CMs to either proliferate or terminally differentiate into more mature cardiomyocytes. Purpose: This work uncovers the embryonic growth pathways that control the cues for proliferation versus terminal differentiation in functional immature hiPSC-CMs. Methods: We utilised spontaneously beating hiPSC-CMs at day 11 of differentiation and performed a combinatory screen for various dosages of CHIR99021/Wnt and Insulin/Akt pathway. Proliferation was determined by quantification of cell number and the proportion of Ki67 positive hiPSC-CMs. Terminal differentiation was evaluated by presence of more mature sarcomere markers and cell cycle exit. Results: Our combinatory screen for Insulin/Akt and CHIR99021/Wnt demonstrates synergistic effects on proliferation of immature hiPSC-CMs, whereas the absence of these pathway activators leads to rapid cell cycle exit and terminal differentiation of hiPSC-CMs. Detailed characterization reveals that CHIR99021/Wnt also importantly regulates sarcomere homeostasis and architecture in hiPSC-CMs. Moreover, we identify a novel temporal interplay between CHIR99021/Wnt via TCF and Insulin/Akt via FOXO as regulators of cell-fate decision in immature hiPSC-CMs. Conclusions: Molecular targeting of the embryonic growth pathways in acute and chronic forms of heart failure requires a detailed understanding of the specific effects on cardiomyocyte function and sarcomere architecture. This work provides a starting point to develop future strategies to target acute and chronic forms of heart failure via modulation of embryonic growth pathways.

Effects of photobiomodulation on different phases of in vitro osteogenesis.

The present study aimed to evaluate the effect of photobiomodulation therapy (PBM) on different stages of osteogenesis in vitro. For this, osteoblastic-like cells (Saos-2 cell lineage) were irradiated in two different periods: during the Proliferation phase (PP; from the second to the fourth day) and during the Differentiation phase (DP; from the seventh to the ninth day). The energy density used in the study was 1.5J/ cm2. The following parameters were evaluated: 1) quantification ofcollagen type 1 (COL 1), osteopontin (OPN), and bone morphogenetic protein 2 (BMP-2); 2) quantification of alkaline phosphatase (ALP) activity; and 3) quantification of extracellular matrix (ECM)mineralization. Non-irradiated cultures were used as controls. The data were analyzed using the Student's t-test or one-way ANOVA, considering a significance level of 5%. The results indicated that COL 1 and BMP-2 quantification was higher in Saos-2 irradiated during the DP in relation to the control group at day 10 (p < 0.05). No differences were observed for other comparisons at this time point(p>0.05).OPN expression was greater in PP compared with the other experimental groups at day 10 (p < 0.05). Irradiation did not affect ALP activity in Saos-2 regardless of the exposure phase and the time point evaluated (p > 0.05). At day 14, ECMmineralization was higher in Saos-2 cultures irradiated during the DP in relation to the PP (p < 0.05). In conclusion, the results suggested that the effects of PBM on osteoblastic cells may be influenced by the stage of cell differentiation.

Resolutive Treatment of Actinic Keratosis through Peptides Extracted from Zebrafish Conveyed Across Laser-assisted Transcutaneous Delivery (Cryopass Therapy).

Actinic keratoses (AKs) are humans' most common keratinocyte-derived precancerous lesions. They can be observed predominantly in fair-skinned individuals on sun-exposed surfaces. Another name for AKs is solar keratosis. The primary risk factor for AKs is cumulative UV exposure from sunlight and/or tanning salons. AKs may present on a patient as a few detectable lesions. Clinically, they present as scaly erythema lesions with various pigmentations. Surgery treatment is the only approach that can definitively resolve the illness. The research aims to demonstrate the effectiveness of treating relapsing AKs through the use of factors present during organogenesis extracted from zebrafish caviar conveyed through a cryopass therapy device (cryolaser phoresis). These factors are peptides present during specific phases of organogenesis and have shown the capacity to reverse cancer and neurodegeneration processes through gene, transcriptional, translational, and post-translational regulation. We found that 90% of patients responded. The percentage of responding patients was 100% among females and 80% among men. Our results confirm previous findings about the effectiveness of stem cell differentiation stage factors (SCDFs) in cancer and open new ways to integrate treatment.

Role of microRNAs in triple‑negative breast cancer and new therapeutic concepts (Review).

Breast cancer has surpassed lung cancer as the most prevalent malignancy affecting women worldwide. Triple-negative breast cancer (TNBC) is the type of breast cancer with the worst prognosis. As a heterogeneous disease, TNBC has a pathogenesis that involves multiple oncogenic pathways, including involvement of gene mutations and alterations in signaling pathways. MicroRNAs (miRNAs) are small endogenous, single-stranded non-coding RNAs that bind to the 3' untranslated region of target cell mRNAs to negatively regulate the gene expression of these specific mRNAs. Therefore, miRNAs are involved in cell growth, development, division and differentiation stages. miRNAs are also involved in gene targeting in tumorigenesis, tumor growth and the regulation of metastasis, including in breast cancer. Meanwhile, miRNAs also regulate components of signaling pathways. In this review, the role of miRNAs in the TNBC signaling pathway discovered in recent years is described in detail. The new concept of bi-targeted therapy for breast cancer using miRNA and artificial intelligence is also discussed.

Unravelling tumour cell diversity and prognostic signatures in cutaneous melanoma through machine learning analysis.

Melanoma, a highly malignant tumour, presents significant challenges due to its cellular heterogeneity, yet research on this aspect in cutaneous melanoma remains limited. In this study, we utilized single-cell data from 92,521 cells to explore the tumour cell landscape. Through clustering analysis, we identified six distinct cell clusters and investigated their differentiation and metabolic heterogeneity using multi-omics approaches. Notably, cytotrace analysis and pseudotime trajectories revealed distinct stages of tumour cell differentiation, which have implications for patient survival. By leveraging markers from these clusters, we developed a tumour cell-specific machine learning model (TCM). This model not only predicts patient outcomes and responses to immunotherapy, but also distinguishes between genomically stable and unstable tumours and identifies inflamed ('hot') versus non-inflamed ('cold') tumours. Intriguingly, the TCM score showed a strong association with TOMM40, which we experimentally validated as an oncogene promoting tumour proliferation, invasion and migration. Overall, our findings introduce a novel biomarker score that aids in selecting melanoma patients for improved prognoses and targeted immunotherapy, thereby guiding clinical treatment decisions.

Difference in Endocytosis Pathways Used by Differentiated Versus Nondifferentiated Epithelial Caco-2 Cells to Internalize Nanosized Particles.

Understanding the internalization of nanosized particles by mucosal epithelial cells is essential in a number of areas including viral entry at mucosal surfaces, nanoplastic pollution, as well as design and development of nanotechnology-type medicines. Here, we report our comparative study on pathways of cellular internalization in epithelial Caco-2 cells cultured in vitro as either a polarized, differentiated cell layer or as nonpolarized, nondifferentiated cells. The study reveals a number of differences in the extent that endocytic processes are used by cells, depending on their differentiation status and the nature of applied nanoparticles. In polarized cells, actin-driven and dynamin-independent macropinocytosis plays a prominent role in the internalization of both positively and negatively charged nanoparticles, contrary to its modest contribution in nonpolarized cells. Clathrin-mediated cellular entry plays a prominent role in the endocytosis of positive nanoparticles and cholesterol inhibition in negative nanoparticles. However, in nonpolarized cells, dynamin-dependent endocytosis is a major pathway in the internalization of both positive and negative nanoparticles. Cholesterol depletion affects both nonpolarized and polarized cells' internalization of positive and negative nanoparticles, which, in addition to the effect of cholesterol-binding inhibitors on the internalization of negative nanoparticles, indicates the importance of membrane cholesterol in endocytosis. The data collectively provide a new contribution to understanding endocytic pathways in epithelial cells, particularly pointing to the importance of the cell differentiation stage and the nature of the cargo.

Image-based discrimination of the early stages of mesenchymal stem cell differentiation.

Mesenchymal stem cells (MSCs) are self-renewing, multipotent cells, which can be used in cellular and tissue therapeutics. MSCs cell number can be expanded in vitro, but premature differentiation results in reduced cell number and compromised therapeutic efficacies. Current techniques fail to discriminate the "stem-like" population from early stages (12 h) of differentiated MSC population. Here, we imaged nuclear structure and actin architecture using immunofluorescence and used deep learning-based computer vision technology to discriminate the early stages (6-12 h) of MSC differentiation. Convolutional neural network models trained by nucleus and actin images have high accuracy in reporting MSC differentiation; nuclear images alone can identify early stages of differentiation. Concurrently, we show that chromatin fluidity and heterochromatin levels or localization change during early MSC differentiation. This study quantifies changes in cell architecture during early MSC differentiation and describes a novel image-based diagnostic tool that could be widely used in MSC culture, expansion and utilization.

Differential effects of choline on TLR2/4 mediated signaling through possible regulation of Toll-interacting protein in hepatocellular carcinoma cell lines

Abstract Objectives Toll-like receptor (TLR) mediated inflammatory status plays an important role in development and progression of hepatocellular carcinoma (HCC). Toll-interacting protein (TOLLIP) has an inhibitory effect on TLR-mediated inflammatory signalling and expression profile of TOLLIP varies between malignancies including HCC. Cholinergic anti-inflammatory pathway (CAP) is an endogenous mechanism that controls inflammatory status via α7nicotinic acetylcholine receptors (α7nAChR). This study aims to investigate the effect of CAP-acting agent choline on TOLLIP and its related TLR-mediated inflammatory response in HCC cells with distinct differentiation stages. Methods The expression patterns of α7nAChR, TLR2/4, TOLLIP, IL6, NFkB genes were evaluated by RT-PCR and ELISA in the presence of choline, along with the real-time cell proliferation and migration in HEP3B and SNU449 HCC cell lines. The interaction between choline and TOLLIP assessed by using in-silico analyses. Results Choline downregulated TOLLIP in Hep3B and SNU449 cells. However, the expressions of α7nAChR, NF-κB, IL-6, TLR2 and TLR4 showed a decreased pattern in well differentiated HEP3B cells, while an increased pattern in poorly differentiated SNU449 cells. Conclusions Choline might exert differential effects in TLR2/4-dependent signalling based on the differentiation stages of the HCC cells, suggesting its potential therapeutic effects in earlier stages of HCC which might be result of its partial modulation of TOLLIP.

Stage specific effects of insulin and Wnt on cell fate decisions in human induced pluripotent stem cell-derived cardiomyocytes

Abstract Funding Acknowledgements Type of funding sources: Public grant(s) – National budget only. Main funding source(s): Dutch Heart Foundation Background Reactivation of the so-called fetal gene programs and pathways have been reported in failing hearts, however, it remains unclear whether this phenomenon is beneficial or detrimental to the remaining functional myocardium. During cardiac development, the orchestration of these embryonic growth pathways, facilitate temporal and stage-specific cell fate decisions such as required for specification and growth of the various myocardial compartments. Previously, we demonstrated that molecular activation of the Wnt pathway resulted in massive expansion of immature human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs). Yet, it is unknown what exact cues guide the cell fate decisions of immature hiPSC-CMs to either proliferate or terminally differentiate into more mature cardiomyocytes. Purpose This work uncovers the embryonic growth pathways that control the cues for proliferation versus terminal differentiation in functional immature hiPSC-CMs. Methods We utilised spontaneously beating hiPSC-CMs at day 11 of differentiation and performed a combinatory screen for various dosages of CHIR99021/Wnt and Insulin/Akt pathway. Proliferation was determined by quantification of cell number and the proportion of Ki67 positive hiPSC-CMs. Terminal differentiation was evaluated by presence of more mature sarcomere markers and cell cycle exit. Results Our combinatory screen for Insulin/Akt and CHIR99021/Wnt demonstrates synergistic effects on proliferation of immature hiPSC-CMs, whereas the absence of these pathway activators leads to rapid cell cycle exit and terminal differentiation of hiPSC-CMs. Detailed characterization reveals that CHIR99021/Wnt also importantly regulates sarcomere homeostasis and architecture in hiPSC-CMs. Moreover, we identify a novel temporal interplay between CHIR99021/Wnt via TCF and Insulin/Akt via FOXO as regulators of cell-fate decision in immature hiPSC-CMs. Conclusions Molecular targeting of the embryonic growth pathways in acute and chronic forms of heart failure requires a detailed understanding of the specific effects on cardiomyocyte function and sarcomere architecture. This work provides a starting point to develop future strategies to target acute and chronic forms of heart failure via modulation of embryonic growth pathways.Graphical Summary

Cell of origin epigenetic priming determines susceptibility to Tet2 mutation.

Hematopoietic stem cell (HSC) mutations can result in clonal hematopoiesis (CH) with heterogeneous clinical outcomes. Here, we investigate how the cell state preceding Tet2 mutation impacts the pre-malignant phenotype. Using an inducible system for clonal analysis of myeloid progenitors, we find that the epigenetic features of clones at similar differentiation status are highly heterogeneous and functionally respond differently to Tet2 mutation. Cell differentiation stage also influences Tet2 mutation response indicating that the cell of origin's epigenome modulates clone-specific behaviors in CH. Molecular features associated with higher risk outcomes include Sox4 that sensitizes cells to Tet2 inactivation, inducing dedifferentiation, altered metabolism and increasing the in vivo clonal output of mutant cells, as confirmed in primary GMP and HSC models. Our findings validate the hypothesis that epigenetic features can predispose specific clones for dominance, explaining why identical genetic mutations can result in different phenotypes.

HLA-DR Expression in Natural Killer Cells Marks Distinct Functional States, Depending on Cell Differentiation Stage.

HLA-DR-positive NK cells, found in both healthy individuals and patients with different inflammatory diseases, are characterized as activated cells. However, data on their capacity for IFNγ production or cytotoxic response vary between studies. Thus, more precise investigation is needed of the mechanisms related to the induction of HLA-DR expression in NK cells, their associations with NK cell differentiation stage, and functional or metabolic state. In this work, HLA-DR-expressing NK cell subsets were investigated using transcriptomic analysis, metabolic activity assays, and analysis of intercellular signaling cascades. We demonstrated that HLA-DR+CD56bright NK cells were characterized by a proliferative phenotype, while HLA-DR+CD56dim NK cells exhibited features of adaptive cells and loss of inhibitory receptors with increased expression of MHC class II trans-activator CIITA. The activated state of HLA-DR-expressing NK cells was confirmed by higher levels of ATP and mitochondrial mass observed in this subset compared to HLA-DR- cells, both ex vivo and after stimulation in culture. We showed that HLA-DR expression in NK cells in vitro can be induced both through stimulation by exogenous IL-2 and IL-21, as well as through auto-stimulation by NK-cell-produced IFNγ. At the intracellular level, HLA-DR expression depended on the activation of STAT3- and ERK1/2-mediated pathways, with subsequent activation of isoform 3 of the transcription factor CIITA. The obtained results broaden the knowledge about HLA-DR-positive NK cell appearance, diversity, and functions, which might be useful in terms of understanding the role of this subset in innate immunity and assessing their possible implications in NK cell-based therapy.

Rapid and accurate identification of stem cell differentiation stages via SERS and convolutional neural networks

Monitoring the transition of cell states during induced pluripotent stem cell (iPSC) differentiation is crucial for clinical medicine and basic research. However, both identification category and prediction accuracy need further improvement. Here, we propose a method combining surface-enhanced Raman spectroscopy (SERS) with convolutional neural networks (CNN) to precisely identify and distinguish cell states during stem cell differentiation. First, mitochondria-targeted probes were synthesized by combining AuNRs and mitochondrial localization signal (MLS) peptides to obtain effective and stable SERS spectra signals at various stages of cell differentiation. Then, the SERS spectra served as input datasets, and their distinctive features were learned and distinguished by CNN. As a result, rapid and accurate identification of six different cell states, including the embryoid body (EB) stage, was successfully achieved throughout the stem cell differentiation process with an impressive prediction accuracy of 98.5%. Furthermore, the impact of different spectral feature peaks on the identification results was investigated, which provides a valuable reference for selecting appropriate spectral bands to identify cell states. This is also beneficial for shortening the spectral acquisition region to enhance spectral acquisition speed. These results suggest the potential for SERS-CNN models in quality monitoring of stem cells, advancing the practical applications of stem cells.

Mineral matrix deposition of MC3T3-E1 pre-osteoblastic cells exposed to silicocarnotite and nagelschmidtite bioceramics: In vitro comparison to hydroxyapatite.

This work presents the effect of the silicocarnotite (SC) and nagelschmidtite (Nagel) phases on in vitro osteogenesis. The known hydroxyapatite of biological origin (BHAp) was used as a standard of osteoconductive characteristics. The evaluation was carried out in conventional and osteogenic media for comparative purposes to assess the osteogenic ability of the bioceramics. First, the effect of the material on cell viability at 24 h, 7 and 14 days of incubation was evaluated. In addition, cell morphology and attachment on dense bioceramic surfaces were observed by fluorescence microscopy. Specifically, alkaline phosphatase (ALP) activity was evaluated as an osteogenic marker of the early stages of bone cell differentiation. Mineralized extracellular matrix was observed by calcium phosphate deposits and extracellular vesicle formation. Furthermore, cell phenotype determination was confirmed by scanning electron microscope. The results provided relevant information on the cell attachment, proliferation, and osteogenic differentiation processes after 7 and 14 days of incubation. Finally, it was demonstrated that SC and Nagel phases promote cell proliferation and differentiation, while the Nagel phase exhibited a superior osteoconductive behavior and could promote MC3T3-E1 cell differentiation to a higher extent than SC and BHAp, which was reflected in a higher number of deposits in a shorter period for both conventional and osteogenic media.