ABSTRACT
Fluorescence-activated cell sorting (FACS) is a specialized technique to isolate specific cell subpopulations with a high level of recovery and accuracy. However, the cell sorting procedure can impact the viability and metabolic state of cells. Here, we performed a comparative study and evaluated the impact of traditional high-pressure charged droplet-based and microfluidic chip-based sorting on the metabolic and phosphoproteomic profile of different cell types. While microfluidic chip-based sorted cells more closely resembled the unsorted control group for most cell types tested, the droplet-based sorted cells showed significant metabolic and phosphoproteomic alterations. In particular, greater changes in redox and energy status were present in cells sorted with the droplet-based cell sorter along with larger shifts in proteostasis. 13C-isotope tracing analysis on cells recovering postsorting revealed that the sorter-induced suppression of mitochondrial TCA cycle activity recovered faster in the microfluidic chip-based sorted group. Apart from this, amino acid and lipid biosynthesis pathways were suppressed in sorted cells, with minimum impact and faster recovery in the microfluidic chip-based sorted group. These results indicate microfluidic chip-based sorting has a minimum impact on metabolism and is less disruptive compared to droplet-based sorting.
Subject(s)
Flow Cytometry , Multiomics , Animals , Humans , Cell Separation/methods , Citric Acid Cycle , Flow Cytometry/methods , Lab-On-A-Chip Devices , Microfluidic Analytical Techniques/methods , Microfluidic Analytical Techniques/instrumentation , Microfluidics/methods , Proteomics/methodsABSTRACT
Catharanthus roseus leaves produce a range of monoterpenoid indole alkaloids (MIAs) that include low levels of the anticancer drugs vinblastine and vincristine. The MIA pathway displays a complex architecture spanning different subcellular and cell type localizations, and is under complex regulation. As a result, the development of strategies to increase the levels of the anticancer MIAs has remained elusive. The pathway involves mesophyll specialized idioblasts where the late unsolved biosynthetic steps are thought to occur. Here, protoplasts of C. roseus leaf idioblasts were isolated by fluorescence-activated cell sorting, and their differential alkaloid and transcriptomic profiles were characterized. This involved the assembly of an improved C. roseus transcriptome from short- and long-read data, IDIO+. It was observed that C. roseus mesophyll idioblasts possess a distinctive transcriptomic profile associated with protection against biotic and abiotic stresses, and indicative that this cell type is a carbon sink, in contrast to surrounding mesophyll cells. Moreover, it is shown that idioblasts are a hotspot of alkaloid accumulation, suggesting that their transcriptome may hold the key to the in-depth understanding of the MIA pathway and the success of strategies leading to higher levels of the anticancer drugs.
Subject(s)
Antineoplastic Agents , Catharanthus , Plants, Medicinal , Secologanin Tryptamine Alkaloids , Plants, Medicinal/metabolism , Catharanthus/genetics , Catharanthus/metabolism , Antineoplastic Agents/metabolism , Secologanin Tryptamine Alkaloids/metabolism , Plant Leaves/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Gene Expression Regulation, PlantABSTRACT
Genes involved in spermatogenesis tend to evolve rapidly, but we lack a clear understanding of how protein sequences and patterns of gene expression evolve across this complex developmental process. We used fluorescence-activated cell sorting (FACS) to generate expression data for early (meiotic) and late (postmeiotic) cell types across 13 inbred strains of mice (Mus) spanning â¼7 My of evolution. We used these comparative developmental data to investigate the evolution of lineage-specific expression, protein-coding sequences, and expression levels. We found increased lineage specificity and more rapid protein-coding and expression divergence during late spermatogenesis, suggesting that signatures of rapid testis molecular evolution are punctuated across sperm development. Despite strong overall developmental parallels in these components of molecular evolution, protein and expression divergences were only weakly correlated across genes. We detected more rapid protein evolution on the X chromosome relative to the autosomes, whereas X-linked gene expression tended to be relatively more conserved likely reflecting chromosome-specific regulatory constraints. Using allele-specific FACS expression data from crosses between four strains, we found that the relative contributions of different regulatory mechanisms also differed between cell types. Genes showing cis-regulatory changes were more common late in spermatogenesis, and tended to be associated with larger differences in expression levels and greater expression divergence between species. In contrast, genes with trans-acting changes were more common early and tended to be more conserved across species. Our findings advance understanding of gene evolution across spermatogenesis and underscore the fundamental importance of developmental context in molecular evolutionary studies.
Subject(s)
Evolution, Molecular , Spermatogenesis , Animals , Genes, X-Linked , Male , Mice , Spermatogenesis/genetics , Testis/metabolism , X ChromosomeABSTRACT
High rates of recurrence and treatment resistance in the most common malignant adult brain cancer, glioblastoma (GBM), suggest that monotherapies are not sufficiently effective. Combination therapies are increasingly pursued, but the possibility of adverse drug-drug interactions may preclude clinical implementation. Developing single molecules with multiple targets is a feasible alternative strategy to identify effective and tolerable pharmacotherapies for GBM. Here, we report the development of a novel, first-in-class, dual aurora and lim kinase inhibitor termed F114. Aurora kinases and lim kinases are involved in neoplastic cell division and cell motility, respectively. Due to the importance of these cellular functions, inhibitors of aurora kinases and lim kinases are being pursued separately as anti-cancer therapies. Using in vitro and ex vivo models of GBM, we found that F114 inhibits GBM proliferation and invasion. These results establish F114 as a promising new scaffold for dual aurora/lim kinase inhibitors that may be used in future drug development efforts for GBM, and potentially other cancers.
Subject(s)
Antineoplastic Agents/pharmacology , Aurora Kinase A/antagonists & inhibitors , Aurora Kinase B/antagonists & inhibitors , Brain Neoplasms/drug therapy , Glioblastoma/drug therapy , Lim Kinases/antagonists & inhibitors , Protein Kinase Inhibitors/pharmacology , Antineoplastic Agents/chemical synthesis , Antineoplastic Agents/chemistry , Aurora Kinase A/metabolism , Aurora Kinase B/metabolism , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Cell Proliferation/drug effects , Dose-Response Relationship, Drug , Drug Screening Assays, Antitumor , Glioblastoma/metabolism , Glioblastoma/pathology , Humans , Lim Kinases/metabolism , Molecular Structure , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/chemistry , Structure-Activity Relationship , Tumor Cells, CulturedABSTRACT
The single-celled eukaryotic green alga Chlamydomonas reinhardtii has long been a model system for developing genetic tools for algae, and is also considered a potential platform for the production of high-value recombinant proteins. Identifying transformants with high levels of recombinant protein expression has been a challenge in this organism, as random integration of transgenes into the nuclear genome leads to low frequency of cell lines with high gene expression. Here, we describe the design of an optimized vector for the expression of recombinant proteins in Chlamydomonas, that when transformed and screened using a dual antibiotic selection, followed by screening using fluorescence activated cell sorting (FACS), permits rapid identification and isolation of microalgal transformants with high expression of a recombinant protein. This process greatly reduces the time required for the screening process, and can produce large populations of recombinant algae transformants with between 60 and 100% of cells producing the recombinant protein of interest, in as little as 3 weeks, that can then be used for whole population sequencing or individual clone analysis. Utilizing this new vector and high-throughput screening (HTS) process resulted in an order of magnitude improvement over existing methods, which normally produced under 1% of algae transformants expressing the protein of interest. This process can be applied to other algal strains and recombinant proteins to enhance screening efficiency, thereby speeding up the discovery and development of algal-derived recombinant protein products. KEY POINTS: ⢠A protein expression vector using double-antibiotic resistance genes was designed ⢠Double antibiotic selection causes fewer colonies with more positive for phenotype ⢠Coupling the new vector with FACS improves microalgal screening efficiency > 60.
Subject(s)
Chlamydomonas reinhardtii , Chlamydomonas , Chlamydomonas/genetics , Chlamydomonas reinhardtii/genetics , Chlamydomonas reinhardtii/metabolism , High-Throughput Screening Assays , Recombinant Proteins/metabolism , TransgenesABSTRACT
Huntington disease (HD) is a neurodegenerative disorder caused by expanded CAG repeats in the Huntingtin gene. Results from previous studies have suggested that transcriptional dysregulation is one of the key mechanisms underlying striatal medium spiny neuron (MSN) degeneration in HD. However, some of the critical genes involved in HD etiology or pathology could be masked in a common expression profiling assay because of contamination with non-MSN cells. To gain insight into the MSN-specific gene expression changes in presymptomatic R6/2 mice, a common HD mouse model, here we used a transgenic fluorescent protein marker of MSNs for purification via FACS before profiling gene expression with gene microarrays and compared the results of this "FACS-array" with those obtained with homogenized striatal samples (STR-array). We identified hundreds of differentially expressed genes (DEGs) and enhanced detection of MSN-specific DEGs by comparing the results of the FACS-array with those of the STR-array. The gene sets obtained included genes ubiquitously expressed in both MSNs and non-MSN cells of the brain and associated with transcriptional regulation and DNA damage responses. We proposed that the comparative gene expression approach using the FACS-array may be useful for uncovering the gene cascades affected in MSNs during HD pathogenesis.
Subject(s)
Corpus Striatum/metabolism , Flow Cytometry , Huntington Disease/metabolism , Transcriptome , Animals , Corpus Striatum/pathology , Disease Models, Animal , Huntingtin Protein/genetics , Huntingtin Protein/metabolism , Huntington Disease/genetics , Huntington Disease/pathology , Male , Mice , Mice, TransgenicABSTRACT
OBJECTIVE: Chromovert® Technology is presented as a new cell engineering technology to detect and purify living cells based on gene expression. METHODS: The technology utilizes fluorogenic oligonucleotide signaling probes and flow cytometry to detect and isolate individual living cells expressing one or more transfected or endogenously-expressed genes. RESULTS: Results for production of cell lines expressing a diversity of ion channel and membrane proteins are presented, including heteromultimeric epithelial sodium channel (αßγ-ENaC), sodium voltage-gated ion channel 1.7 (NaV1.7-αß1ß2), four unique γ-aminobutyric acid A (GABAA) receptor ion channel subunit combinations α1ß3γ2s, α2ß3γ2s, α3ß3γ2s and α5ß3γ2s, cystic fibrosis conductance regulator (CFTR), CFTR-Δ508 and two G-protein coupled receptors (GPCRs) without reliance on leader sequences and/or chaperones. In addition, three novel plasmid-encoded sequences used to introduce 3' untranslated RNA sequence tags in mRNA expression products and differentially-detectable fluorogenic probes directed to each are described. The tags and corresponding fluorogenic signaling probes streamline the process by enabling the multiplexed detection and isolation of cells expressing one or more genes without the need for gene-specific probes. CONCLUSIONS: Chromovert technology is provided as a research tool for use to enrich and isolate cells engineered to express one or more desired genes.
Subject(s)
Cell Engineering/methods , Flow Cytometry/methods , Oligonucleotide Probes , Animals , Cell Line , Fluorescence , Genetic Engineering , Humans , Ion Channels/genetics , Ion Channels/metabolism , Nucleic Acid Conformation , Nucleic Acid Hybridization , Oligonucleotide Probes/chemistry , Oligonucleotide Probes/genetics , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/metabolismABSTRACT
PURPOSE: Although non-invasive prenatal testing (NIPT) based on cell-free DNA (cfDNA) in maternal plasma has been prevailing worldwide, low levels of fetal DNA fraction may lead to false-negative results. Since fetal cells in maternal blood provide a pure source of fetal genomic DNA, we aimed to establish a workflow to isolate and sequence fetal nucleated red blood cells (fNRBCs) individually as a target for NIPT. METHODS: Using male-bearing pregnancy cases, we isolated fNRBCs individually from maternal blood by FACS, and obtained their genomic sequence data through PCR screening with a Y-chromosome marker and whole-genome amplification (WGA)-based whole-genome sequencing. RESULTS: The PCR and WGA efficiencies of fNRBC candidates were consistently lower than those of control cells. Sequencing data analyses revealed that although the majority of the fNRBC candidates were confirmed to be of fetal origin, many of the WGA-based genomic libraries from fNRBCs were considered to have been amplified from a portion of genomic DNA. CONCLUSIONS: We established a workflow to isolate and sequence fNRBCs individually. However, our results demonstrated that, to make cell-based NIPT targeting fNRBCs feasible, cell isolation procedures need to be further refined such that the nuclei of fNRBCs are kept intact.
ABSTRACT
Background/aim: Prenatal diagnosis is vital to obtain healthy generation for risky pregnancies. There have been several approaches, some of which are routinely applied in clinics to evaluate the possible prenatal deficiencies and/or diseases. In the present study, we aimed to isolate the fetal cells from endocervical samples and try to identify possible anomalies which were proved by Amniocentesis (AS) and chorionic villus sampling (CVS) methods. Materials and methods: Endoservical specimens were collected from 100 pregnant women. Cells were separated in parallel by fluorescence-activated cell sorting (FACS) and magnetic-activated cell sorting (MACS) using human leukocyte antigen (HLA) G233 and placental alkaline phosphatase (PLAP) antibodies. CMA (comprehensive meta-analysis) were carried out and male fetuses were confirmed with Sex determining region Y (SRY) amplification. Results: The percent of HLA G233 and placental and placental alkaline phosphatase (PLAP) positive cells were 4.55% and 84.59%, respectively. The percent of cells positive for both markers was 14.75%. CMA analyses were not informative. (SRY) was amplified in 67% of the samples. Conclusion: However, the success rate of the both cell sorting and scanning of DNA anomalies by aCGH and/or RT-PCR was limited, preventing the applicability of this proposal in the clinics. Still, the success of the proposed method depends on the development of the novel fetal cell-specific antibodies and the improvements in the sorting systems.
Subject(s)
Alkaline Phosphatase , Diagnostic Tests, Routine , Chromosome Aberrations , Chromosomes , Female , Humans , Male , Placenta , Pregnancy , Prenatal DiagnosisABSTRACT
The role of cardiac fibroblasts (CFs) in disease states has been a focus of cardiovascular research over the past decade. Here, we briefly describe methods for isolation and characterization of CFs from adult mouse ventricles. Primary cultures were stained using antibodies for several marker proteins such as α-smooth muscle actin (αSMA), vimentin, and discoidin domain receptor 2 (DDR2) to confirm the identity of CFs or cardiac myofibroblasts (CMFs). Most cells in primary cultures consisted of CFs, with very low frequencies of endothelial cells, cardiomyocytes, and smooth muscle cells. We compared marker expression between cultures that were not passaged (P0) or passaged for few times (P1-3). When compared with P1-3 cultures, P0 cultures consistently displayed a lower percentage of cells positive for αSMA and DDR2, whereas vimentin expression was significantly higher in P0 cultures compared with P1-3 cultures. P0 cells were also smaller in area than P1-3 cells. Further, P1-3 mouse CFs were found to express both ß1 and ß2 adrenergic receptors (ARs) and ß1ARs were more readily detected on the cell surface compared with ß2ARs. In summary, mouse CF cultures underwent phenotype conversion into CMFs after passaging, consistent with what is seen with CF cultures from other species.
Subject(s)
Myofibroblasts/cytology , Animals , Cell Differentiation , Cells, Cultured , Mice , Myocytes, Smooth Muscle/metabolism , Myofibroblasts/metabolism , Signal Transduction , Vimentin/metabolismABSTRACT
BACKGROUND: The combination of the unique properties of cancer cells makes it possible to find specific ligands that interact directly with the tumor, and to conduct targeted tumor therapy. Phage display is one of the most common methods for searching for specific ligands. Bacteriophages display peptides, and the peptides themselves can be used as targeting molecules for the delivery of diagnostic and therapeutic agents. Phage display can be performed both in vitro and in vivo. Moreover, it is possible to carry out the phage display on cells pre-enriched for a certain tumor marker, for example, CD44 and CD133. METHODS: For this work we used several methods, such as phage display, sequencing, cell sorting, immunocytochemistry, phage titration. RESULTS: We performed phage display using different screening systems (in vitro and in vivo), different phage libraries (Ph.D-7, Ph.D-12, Ph.D-C7C) on CD44+/CD133+ and without enrichment U-87 MG cells. The binding efficiency of bacteriophages displayed tumor-targeting peptides on U-87 MG cells was compared in vitro. We also conducted a comparative analysis in vivo of the specificity of the accumulation of selected bacteriophages in the tumor and in the control organs (liver, brain, kidney and lungs). CONCLUSIONS: The screening in vivo of linear phage peptide libraries for glioblastoma was the most effective strategy for obtaining tumor-targeting peptides providing targeted delivery of diagnostic and therapeutic agents to glioblastoma.
Subject(s)
Cell-Penetrating Peptides/chemistry , Drug Carriers , Drug Delivery Systems , Pathology, Molecular , Peptides/chemistry , Animals , Bacteriophages , Biomarkers, Tumor , Cell Surface Display Techniques , Female , Flow Cytometry , Humans , Immunohistochemistry , Ligands , Mice , Molecular Targeted Therapy , Neoplasms/diagnosis , Neoplasms/drug therapy , Neoplasms/etiology , Neoplasms/metabolism , Neoplastic Stem Cells , Peptide LibraryABSTRACT
The characterization of specialized cell subpopulations in a heterogeneous tissue is essential for understanding organ function in health and disease. A popular method of cell isolation is fluorescence-activated cell sorting (FACS) based on probes that bind surface or intracellular markers. In this study, we analyze the impact of FACS on the cell metabolome of mouse peritoneal macrophages. Compared with directly pelleted macrophages, FACS-treated cells had an altered content of metabolites related to the plasma membrane, activating a mechanosensory signaling cascade causing inflammation-like stress. The procedure also triggered alterations related to energy consumption and cell damage. The observed changes mostly derive from the physical impact on cells during their passage through the instrument. These findings provide evidence of FACS-induced biochemical changes, which should be taken into account in the design of robust metabolic assays of cells separated by flow cytometry.
Subject(s)
Cell Separation , Flow Cytometry/standards , Metabolome , Animals , Cells, Cultured , Macrophages, Peritoneal/cytology , Macrophages, Peritoneal/metabolism , Mice , Research DesignABSTRACT
Escherichia coli (E. coli) is a promising platform for expression of full-length antibodies owing to its several advantages as a production host (fast growth, well characterized genetics, low manufacturing cost), however, low titers from shake flask (typically <â¯5â¯mg/L) has limited its use for production of research-grade material in antibody discovery programs. In this work, we used global transcriptional machinery engineering (gTME) with high throughput screening to increase the expression of full-length antibodies in E. coli. A library of E. coli mutants carrying mutations in the global sigma factor RpoD were generated and screened using the Bacterial Antibody Display (BAD) method for enhanced expression. RpoD mutants were isolated that resulted in full-length antibody titers of up to 130.7⯱â¯6.6â¯mg/L of shake flask culture with chaperone co-expression. These results could be useful for production of several antibodies quickly in shake flasks for characterization (e.g. antigen binding, biological function) during the early discovery phase.
Subject(s)
Antibody Formation/genetics , Escherichia coli/genetics , Escherichia coli/metabolism , Metabolic Engineering/methods , Sigma Factor/genetics , DNA-Directed RNA Polymerases/genetics , Gene Library , High-Throughput Screening Assays , Humans , Immunoglobulin G/biosynthesis , Mutation/genetics , Plasmids/genetics , TranscriptomeABSTRACT
PURPOSE: Genetically encoded reporters can assist in visualizing biological processes in live organisms and have been proposed for longitudinal and noninvasive tracking of therapeutic cells in deep tissue. Cells can be labeled in situ or ex vivo and followed in live subjects over time. Nevertheless, a major challenge for reporter systems is to identify the cell population that actually expresses an active reporter. METHODS: We have used a nucleoside analog, pyrrolo-2'-deoxycytidine, as an imaging probe for the putative reporter gene, Drosophila melanogaster 2'-deoxynucleoside kinase. Bioengineered cells were imaged in vivo in animal models of brain tumor and immunotherapy using chemical exchange saturation transfer MRI. The number of transduced cells was quantified by flow cytometry based on the optical properties of the probe. RESULTS: We performed a comparative analysis of six different cell lines and demonstrate utility in a mouse model of immunotherapy. The proposed technology can be used to quantify the number of labeled cells in a given region, and moreover is sensitive enough to detect less than 10,000 cells. CONCLUSION: This unique technology that enables efficient selection of labeled cells followed by in vivo monitoring with both optical and MRI. Magn Reson Med 79:1010-1019, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
Subject(s)
Cell Tracking/methods , Dendritic Cells/chemistry , Genes, Reporter/genetics , Genetic Engineering/methods , Immunotherapy/methods , Magnetic Resonance Imaging/methods , Animals , Biomedical Research/methods , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/therapy , Dendritic Cells/cytology , Dendritic Cells/metabolism , Deoxycytidine/analogs & derivatives , Deoxycytidine/analysis , Deoxycytidine/chemistry , Deoxycytidine/metabolism , Drosophila melanogaster/enzymology , Drosophila melanogaster/genetics , Flow Cytometry , Genes, Insect/genetics , HEK293 Cells , Humans , Neoplasms, Experimental/diagnostic imaging , Neoplasms, Experimental/therapy , Phosphotransferases (Alcohol Group Acceptor)/genetics , Phosphotransferases (Alcohol Group Acceptor)/metabolism , Pyrroles/analysis , Pyrroles/chemistry , Pyrroles/metabolismABSTRACT
Single cell sorting is commonly used for ensuring monoclonality and producing homogenous target cell populations. Current single cell verification methods involve manually confirming the existence of single cells or colonies in a well using a standard light microscope. However, the manual verification method is time-consuming and highly tedious, which prompts a need for an accurate and rapid detection method for verifying single cell sorting capability. Here, we demonstrate a rapid single cell sorting verification method using the Celigo Image Cytometer. Calcein AM-stained Jurkat cells and fluorescent beads are sorted into 96-well half area microplates using the MoFlo Astrios EQ. Whole well bright field and fluorescent images are acquired and analyzed using the image cytometer in less than 8 min. The proposed single cell verification detection method in multi-well microplates can allow for quick optimization of FACS instruments at flow core laboratories, as well as improvement of downstream biological assays by accurately confirming the presence of single cells in each well.
Subject(s)
Cell Separation/methods , Flow Cytometry/methods , Image Cytometry/methods , Single-Cell Analysis/methods , Cell Line, Tumor , Fluorescent Dyes/chemistry , Humans , Jurkat CellsABSTRACT
Major depressive disorder (MDD) is a multifactorial disease, weakly linked to multiple genetic risk factors. In contrast to that, environmental factors and "gene × environment" interaction between specific risk genes and environmental factors, such as severe or early stress exposure, have been strongly linked to MDD vulnerability. Stressors can act on the interface between an organism and the environment, the epigenome. The molecular foundation for the impact of stressors on the risk to develop MDD is based on the hormonal stress response itself: the glucocorticoid receptor (GR, encoded by NR3C1). NR3C1 can directly interact with the epigenome in the cell nucleus. Besides DNA methylation, histone modifications have been reported to be crucial targets for the interaction with the stress response system. Here, we review critical findings on the impact of the most relevant histone modifications, i.e. histone acetylation and methylation, in the context of MDD and related animal models. We discuss new treatment options which have been based on these findings, including histone deacetylase inhibitors (HDACis) and drugs targeting specific histone marks, closely linked to psychiatric disease. In this context we talk about contemporary and future approaches required to fully understand (1) the epigenetics of stress-related disease and (2) the mode of action of potential MDD drugs targeting histone modifications. This includes harnessing the unprecedented potentials of genome-wide analysis of the epigenome and transcriptome, in a cell type-specific manner, and the use of epigenome editing technologies to clearly link epigenetic marks on specific genomic loci to functional relevance.
Subject(s)
Depressive Disorder, Major/genetics , Epigenesis, Genetic/genetics , Histone Code/genetics , Histone Code/physiology , Animals , Antidepressive Agents/pharmacology , Antidepressive Agents/therapeutic use , Brain/metabolism , Brain/pathology , DNA Methylation , Depressive Disorder, Major/drug therapy , Depressive Disorder, Major/metabolism , Depressive Disorder, Major/physiopathology , Disease Models, Animal , Forecasting , Histone Code/drug effects , Histone Deacetylase Inhibitors/pharmacology , Histone Deacetylase Inhibitors/therapeutic use , Humans , Hypothalamo-Hypophyseal System/physiopathology , Mice , Nerve Tissue Proteins/metabolism , Pituitary-Adrenal System/physiopathology , Protein Processing, Post-Translational/drug effects , Protein Processing, Post-Translational/genetics , Protein Processing, Post-Translational/physiology , Receptors, Glucocorticoid/genetics , Receptors, Glucocorticoid/physiology , Rodentia , Stress, Physiological/genetics , Stress, Physiological/physiology , Stress, Psychological/genetics , Stress, Psychological/metabolismABSTRACT
BACKGROUND: Previously, drug-based synchronization procedures were used for characterizing the cell cycle dependent transcriptional program. However, these synchronization methods result in growth imbalance and alteration of the cell cycle machinery. DNA content-based fluorescence activated cell sorting (FACS) is able to sort the different cell cycle phases without perturbing the cell cycle. MiRNAs are key transcriptional regulators of the cell cycle, however, their expression dynamics during cell cycle has not been explored. METHODS: Following an optimized FACS, a complex initiative of high throughput platforms (microarray, Taqman Low Density Array, small RNA sequencing) were performed to study gene and miRNA expression profiles of cell cycle sorted human cells originating from different tissues. Validation of high throughput data was performed using quantitative real time PCR. Protein expression was detected by Western blot. Complex statistics and pathway analysis were also applied. RESULTS: Beyond confirming the previously described cell cycle transcriptional program, cell cycle dependently expressed genes showed a higher expression independently from the cell cycle phase and a lower amplitude of dynamic changes in cancer cells as compared to untransformed fibroblasts. Contrary to mRNA changes, miRNA expression was stable throughout the cell cycle. CONCLUSIONS: Cell cycle sorting is a synchronization-free method for the proper analysis of cell cycle dynamics. Altered dynamic expression of universal cell cycle genes in cancer cells reflects the transformed cell cycle machinery. Stable miRNA expression during cell cycle progression may suggest that dynamical miRNA-dependent regulation may be of less importance in short term regulations during the cell cycle.
Subject(s)
Cell Cycle/genetics , Flow Cytometry , Gene Expression Regulation , MicroRNAs/chemistry , MicroRNAs/genetics , Sequence Analysis, RNA , Cell Line, Transformed , Cell Line, Tumor , Cluster Analysis , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Humans , Organ Specificity/genetics , TranscriptomeABSTRACT
The bovine trophoblast produces significant amounts of estrogens. In maternal and fetal blood, estrogens occur predominantly in sulfonated forms, which are unable to bind to estrogen receptors (ESRs). However, estrogens may act as local factors in ESR-positive trophoblast cells or in the adjacent caruncular epithelium, which in addition to ESR highly expresses steroid sulfatase. Estrogen sulfonation is catalyzed by the cytosolic enzyme SULT1E1. Previous studies clearly indicated the trophoblast as the primary site of estrogen sulfonation. However, investigations into the cellular localization of SULT1E1 yielded conflicting results. In situ hybridization studies detected SULT1E1 mRNA only in trophoblast giant cells (TGCs), whereas in immunohistochemical experiments the SULT1E1 protein was virtually restricted to uninucleated trophoblast cells (UTCs). The aim of this work was to resolve this conflict by analyzing SULT1E1 expression in isolated UTCs and TGCs. Highly enriched pools of UTCs and TGCs were obtained from four bovine placentas (Days 118-130 of gestation) using an optimized fluorescence-activated cell sorting procedure. UTC and TGC pools were analyzed by quantitative RT-PCR and Western blot experiments to measure the amounts of SULT1E1 transcript and protein, respectively. In contrast to previously published results, both SULT1E1 transcript and SULT1E1 protein were clearly present in the UTC and TGC pools. However, some evidence indicated a higher transcript concentration in TGCs and a higher amount of protein in UTCs. Thus, our results resolve the conflicting results on the localization of SULT1E1 from earlier studies and suggest that posttranscriptional mechanisms play an important role in the control of SULT1E1 expression during TGC differentiation.
Subject(s)
Cattle/metabolism , Gene Expression Regulation, Enzymologic/physiology , Placenta/metabolism , RNA, Messenger/metabolism , Sulfotransferases/metabolism , Trophoblasts/metabolism , Animals , Female , Pregnancy , RNA, Messenger/genetics , Sulfotransferases/genetics , Trophoblasts/cytologyABSTRACT
Cell sorting is a technique commonly used in academic and biotechnology laboratories in order to separate out cells or particles of interest from heterogeneous populations. Cell sorters use the same principles as flow cytometry analyzers, but instead of cell populations passing to the waste of the instrument, they can be collected for further studies including DNA sequencing as well as other genomic, in vitro and in vivo experiments. This chapter aims to give an overview of cell sorting, the different types of cell sorters, details on how a cell sorter works, as well as protocols that are useful when embarking on a journey with cell sorting.
Subject(s)
Laboratories , Cell Separation/methods , Flow Cytometry/methodsABSTRACT
The ability to reverse the binding of aptamers to their target proteins has received considerable attention for developing controllable therapeutic agents. Recently, use of aptamers as reversible cell-sorting ligands has also sparked interest. Antibodies are currently utilized for isolating cells expressing a particular cell surface receptor. The inability to remove antibodies from isolated cells following sorting greatly limits their utility for many applications. Previously, we described how a particular aptamer-antidote oligonucleotide pair can isolate cells and clean them. Here, we demonstrate that this approach is generalizable; aptamers can simultaneously recognize more than one cell type during fluorescent activated cell sorting (FACS). Moreover, we describe a novel approach to reverse aptamer binding following cell sorting using a nuclease. This alternative strategy represents a cleaning approach that does not require the generation of antidote oligonucleotides for each aptamer and will greatly reduce the cost and expand the utility of Clean FACS.