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Metaphase

Metaphase, an essential stage in cell division, involves the alignment of chromosomes along the equatorial plane of the cell prior to their separation and movement to the poles.
This critical process ensures the accurate segregation of genetic material into daughter cells, maintaining genomic integrity.
Leveraging the power of AI, PubCompare.ai optimizes metaphase research by facilitating the discovery of the best protocols from literature, preprints, and patents.
This data-driven approach enhances reproducibility and accuracy, streamlining the metaphase research process and driving advancements in cell biology and beyond.

Most cited protocols related to «Metaphase»

FISH on interphase nuclei from paraffin embedded 4-micron sections was performed applying custom probes using bacterial artificial chromosomes (BAC), covering and flanking EWSR1 in 22q12, FUS in 16p11, PBX1 in 1q23, ZNF444 in 19q13 and POU5F1 in 6p21 (Fig. 1). BAC clones were chosen according to USCS genome browser (http://genome.uscs.edu). The BAC clones were obtained from BACPAC sources of Children's Hospital of Oakland Research Institute (CHORI) (Oakland, CA) (http://bacpac.chori.org). DNA from individual BACs was isolated according to the manufacturer’s instructions, labeled with different fluorochromes in a nick translation reaction, denatured, and hybridized to pretreated slides. Slides were then incubated, washed, and mounted with DAPI in an antifade solution, as previously described (Agaram et al., 2008 (link)). The genomic location of each BAC set was verified by hybridizing them to normal metaphase chromosomes. Two hundred successive nuclei were examined using a Zeiss fluorescence microscope (Zeiss Axioplan, Oberkochen, Germany), controlled by Isis 5 software (Metasystems). A positive score was interpreted when at least 20% of the nuclei showed a break-apart signal. Nuclei with incomplete set of signals were omitted from the score.
All cases were first tested with an EWSR1 probe. The EWSR1-rearranged tumors were then evaluated for break-apart signals using probes for PBX1, ZNF444, and POU5F1. The EWSR1 negative tumors were then tested for FUS break-apart, since FUS may substitute for the EWSR1 gene in certain translocation-associated sarcomas. In selective cases, two-color FISH was applied using probe-sets centromerically flanking one gene and telomerically flanking the partner gene, in order to confirm the fusion between EWSR1 and the partner genes. In one case a G-banded karyotype was obtained after short term culture.
Publication 2010
Bacterial Artificial Chromosomes Cell Nucleus Chromosomes Clone Cells DAPI EWSR1 protein, human Fishes Fluorescent Dyes Genes Genome Interphase Karyotyping Metaphase Microscopy, Fluorescence Neoplasms Paraffin pbx1 protein, human POU5F1 protein, human Sarcoma Translocation, Chromosomal
Cytogenetic analyses of diagnostic (n=5259) and relapse (n=909) samples from patients with AML and ALL enrolled onto a prospective cytogenetic companion study, CALGB 8461 (5 (link)), were performed in multiple, currently 33, CALGB-approved institutional cytogenetic laboratories. Written IRB-approved informed consent was obtained from all patients. For each specimen, two karyotypes and metaphase spreads from each clone were submitted with the data on processing methods to the CALGB Cytogenetic Data Management Center. If applicable, images of interphase and/or metaphase cells subjected to fluorescence in situ hybridization (FISH) were also submitted. All cases underwent biannual central karyotype review performed by the CALGB Karyotype Review Committee consisting often expert cancer cytogeneticists. At central karyotype review sessions, every karyotype, metaphase spread, FISH image, and processing and interpretive data were reviewed by two cytogeneticists. In some cases, usually those with more complex chromosome abnormalities and/or with suboptimal banding quality, other reviewers also rendered their opinion. Once consensus was reached, each submission was judged as either acceptable with adequate banding quality, acceptable with borderline banding quality, or inadequate and consequently rejected. Reasons for rejection included poor banding quality that makes unequivocal karyotype interpretation impossible, and, only in cases with a normal karyotype, analysis of <20 metaphase cells from a marrow sample cultured for 24–48 hours or analysis of blood only (5 (link)). Since the aim of this study was to assess the role of central karyotype review, our analyses did not include 202 AML and 125 ALL cases for whom cytogenetic analysis yielded no metaphase cells.
In addition to data on rejection rates collected routinely at each central karyotype review, for the purpose of this study, we prospectively collected detailed information on the reasons for revisions made by central karyotype review in the submitted karyotypes that were accepted or borderline accepted during eight recent central karyotype review sessions. The reasons for revision were divided into the following categories: 1) major errors in karyotype interpretation, such as failure of the submitting laboratory to recognize a clonal abnormality, identification of an abnormality found on central karyotype review not to be present, and incorrect interpretation of an abnormality; 2) the need for refinement of breakpoint assignment in structural abnormalities properly recognized by the submitting laboratory, 3) misidentified or upside-down chromosomes, and 4) incorrect use of the ISCN (1995) nomenclature (47 ). In this study, we excluded samples analyzed cytogenetically during complete remission, because these samples differ from pretreatment and relapse samples in that they rarely contain leukemic cells and are usually karyotypically normal (48 (link)). The rejection rates between the first and the recent four-year periods (Table I) have been compared using the Fisher’s Exact test. All analyses were performed by the CALGB Statistical Center.
Publication 2008
Cells Chromosome Aberrations Chromosomes Clone Cells Congenital Abnormality Cytogenetic Analysis Diagnosis Fluorescent in Situ Hybridization Hematologic Tests Interphase Karyotyping Lanugo Malignant Neoplasms Marrow Metaphase Patients Pets Relapse
The inhibition of mitosis and the induction of apoptosis in KG1a and MV4–11 cells were induced respectively by exposure to camptothecin (Sigma-Aldrich, Saint-Quentin Fallavier, France), a cytotoxic quinoline alkaloid which inhibits the DNA enzyme topoisomerase I [10] (link), [11] (link) and by AZD8055 (AstraZeneca Cancer & Infection Research Area, Alderley Park, UK) [12] (link), a selective inhibitor of mTOR kinase, respectively. Cells were seeded at 2×105 cells/mL (5% CO2 incubator at 37°C). KG1a cells were cultured for 6h with camptothecin at a final concentration of 1 µM and MV4–11 cells were cultured for 24 h with AZD8055 at a final concentration of 10 nM and 100 nM. The stock solutions were diluted to ensure a final concentration of <0.03% for DMSO (Sigma-Aldrich). Control cultures were treated with an equivalent volume of DMSO in MEM alpha medium which did not induce apoptosis.
Quiescence was induced in KG1a cells by contact with BM MSCs [13] (link). Adherent culture-amplified MSCs were used at passage 2 (P2). KG1a cells were co-cultured on P2-MSCs for 72 h (37°C in 95% humidified air and 5% CO2) at a starting concentration of 1.5×104/cm2.
The accumulation of KG1a cells in the M phase was induced by exposure to colcemid (KaryoMax Colcemid, Life Technologies), used for arresting the dividing cell at metaphase of mitosis. Cells were cultured 30 min and 1 h with colcemid at a final concentration of 0.1 µg/mL.
Lymphocytes stimulation was induced by exposure to phytohemagglutinin (PHA) (Remel™, Oxoid™, Haarlem, The Netherlands), which is used to stimulate mitotic division of lymphocytes. Whole blood cells were cultured 72 h with PHA at a final concentration of 170 µg/mL according to the manufacturer’s recommandations.
All experiments were performed in triplicate.
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Publication 2013
Apoptosis AZD8055 Blood Cells Camptothecin Cells Colcemide Division Phase, Cell Enzymes Infection Lymphocyte Lymphocyte Activation Malignant Neoplasms Metaphase Mitosis MTOR Inhibitors Phytohemagglutinins Plant Alkaloids Psychological Inhibition quinoline Sulfoxide, Dimethyl TOP1 protein, human

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Publication 2014
Biological Assay Cells Chromosomes Cytokinesis Electrophoretic Mobility Shift Assay Fluorescent in Situ Hybridization Immunoprecipitation, Chromatin Metaphase Plasmids Proteins Recombination, Genetic Yeast, Dried
Embryos were fixed by freeze cracking and plunging into −20°C methanol as described (Gonczy et al. 1999). Optimal fixation times were: 2 h for CeCENP-A and CeINCENP and 20 min for CeCENP-C, CeMCAK, and CeBub1. Embryos were rehydrated in PBS, blocked in AbDil (PBS plus 2% BSA, 0.1% Triton X-100), incubated overnight at 4°C with 1 μg/ml of each directly labeled antibody and antitubulin monoclonal DM1α (1:500) diluted in AbDil, washed with PBST (PBS plus 0.1% Triton X-100), incubated for 1 h with FITC anti–mouse secondary (Dianova GmbH), washed with PBST, with PBST plus 1 μg/ml Hoechst, and mounted in 0.5% p-phenylenediamine, 20 mM Tris-Cl, pH 8.8, 90% glycerol. Three-dimensional widefield datasets collected using a 63×, 1.4 NA Planapochromat lens on a DeltaVision microscope were computationally deconvolved and projected (Applied Precision). For dependency analysis, one- and two-cell embryos were analyzed. Stages scored for the different markers depended on their wild-type localization and were as follows: CeCENP-A, CeCENP-C, and CeINCENP, pronuclear meeting (midprophase) through late anaphase; CeMCAK, NEBD through late anaphase; CeBub1, pronuclear meeting (midprophase) through metaphase. Although cytokinesis fails, second division CeINCENP-depleted embryos can be recognized by the presence of four asters and are referred to as “two-cell” embryos.
Publication 2001
Anaphase Aster Plant Cells Cytokinesis Embryo Fluorescein-5-isothiocyanate Freezing Glycerin Immunoglobulins Lens, Crystalline Metaphase Methanol Microscopy Mus Phenylenediamines Triton X-100 Tromethamine

Most recents protocols related to «Metaphase»

Example 3

We generated and analyzed a collection of 14 early-passage (passage ≤9) human pES cell lines for the persistence of haploid cells. All cell lines originated from activated oocytes displaying second polar body extrusion and a single pronucleus. We initially utilized chromosome counting by metaphase spreading and G-banding as a method for unambiguous and quantitative discovery of rare haploid nuclei. Among ten individual pES cell lines, a low proportion of haploid metaphases was found exclusively in a single cell line, pES10 (1.3%, Table 1B). We also used viable FACS with Hoechst 33342 staining, aiming to isolate cells with a DNA content corresponding to less than two chromosomal copies (2c) from four additional lines, leading to the successful enrichment of haploid cells from a second cell line, pES12 (Table 2).

Two individual haploid-enriched ES cell lines were established from both pES10 and pES12 (hereafter referred to as h-pES10 and h-pES12) within five to six rounds of 1c-cell FACS enrichment and expansion (FIG. 1C (pES10), FIG. 5A (pES12)). These cell lines were grown in standard culture conditions for over 30 passages while including cells with a normal haploid karyotype (FIG. 1D, FIG. 5B). However, since diploidization occurred at a rate of 3-9% of the cells per day (FIG. 1E), cell sorting at every three to four passages was required for maintenance and analysis of haploid cells. Further, visualization of ploidy in adherent conditions was enabled by DNA fluorescence in situ hybridization (FISH) (FIG. 1F, FIG. 5c) and quantification of centromere protein foci (FIG. 1G, FIG. 5D; FIG. 6). In addition to their intact karyotype, haploid ES cells did not harbor significant copy number variations (CNVs) relative to their unsorted diploid counterparts (FIG. 5E). Importantly, we did not observe common duplications of specific regions in the two cell lines that would result in pseudo-diploidy. Therefore, genome integrity was preserved throughout haploid-cell isolation and maintenance. As expected, single nucleotide polymorphism (SNP) array analysis demonstrated complete homozygosity of diploid pES10 and pES12 cells across all chromosomes.

Both h-pES10 and h-pES12 exhibited classical human pluripotent stem cell features, including typical colony morphology and alkaline phosphatase activity (FIG. 2A, FIG. 2B). Single haploid ES cells expressed various hallmark pluripotency markers (NANOG, OCT4, SOX2, SSEA4 and TRA1-60), as confirmed in essentially pure haploid cultures by centromere foci quantification (>95% haploids) (FIG. 2C, FIG. 7). Notably, selective flow cytometry enabled to validate the expression of two human ES-cell-specific cell surface markers (TRA-1-60 and CLDN618) in single haploid cells (FIG. 2D). Moreover, sorted haploid and diploid ES cells showed highly similar transcriptional and epigenetic signatures of pluripotency genes (FIG. 2E, FIG. 2F). Since the haploid ES cells were derived as parthenotes, they featured distinct transcriptional and epigenetic profiles of maternal imprinting, owing to the absence of paternally-inherited alleles (FIG. 8).

Haploid cells are valuable for loss-of-function genetic screening because phenotypically-selectable mutants can be identified upon disruption of a single allele. To demonstrate the applicability of this principle in haploid human ES cells, we generated a genome-wide mutant library using a piggyBac transposon gene trap system that targets transcriptionally active loci (FIG. 2G, FIG. 8E), and screened for resistance to the purine analog 6-thioguanine (6-TG). Out of six isolated and analyzed 6-TG-resistant colonies, three harbored a gene trap insertion localizing to the nucleoside diphosphate linked moiety X-type motif 5 (NUDT5) autosomal gene (FIG. 2H). NUDT5 disruption was recently confirmed to confer 6-TG resistance in human cells,51 by acting upstream to the production of 5-phospho-D-ribose-1-pyrophosphate (PRPP), which serves as a phosphoribosyl donor in the hypoxanthine phosphoribosyltransferase 1 (HPRT1)-mediated conversion of 6-TG to thioguanosine monophosphate (TGMP) (FIG. 2I). Detection of a loss-of-function phenotype due to an autosomal mutation validates that genetic screening is feasible in haploid human ES cells.

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Patent 2024
Alkaline Phosphatase Alleles Cell Lines Cell Nucleus Cells Cell Separation Centromere Chromosomes Copy Number Polymorphism Diphosphates Diploid Cell Diploidy Embryonic Stem Cells Flow Cytometry Fluorescent in Situ Hybridization Genes Genes, vif Genitalia Genome Genomic Library Haploid Cell HOE 33342 Homo sapiens Homozygote Human Embryonic Stem Cells Hypoxanthine Phosphoribosyltransferase isolation Jumping Genes Karyotype Metaphase Mothers Mutation Nucleosides Oocytes Phenotype Pluripotent Stem Cells Polar Bodies POU5F1 protein, human Proteins purine Ribose Single Nucleotide Polymorphism SOX2 protein, human stage-specific embryonic antigen-4 Tissue Donors Transcription, Genetic
Live-cell imaging experiments were performed using cover glass chambered dishes (155383PK; Thermo Fisher Scientific). MG132 (1748; Tocris Biosciences; 10 µM) was added 1 h before imaging to synchronize cells at metaphase (Shrestha et al., 2017 (link); Iorio et al., 2015 (link)). During imaging, cells were incubated in Leibovitz’s L15 medium (11415064; Thermo Fisher Scientific). For MARK2 studies, MARK/Par-1 activity inhibitor (Timm et al., 2011 (link); MARK2i; 39621; Calbiochem; 5 or 10 µM) was added prior to imaging. For CENP-E studies, CENP-Ei (GSK-923295; MedChemExpress; 30 nM) was added prior to imaging.
For HeLa FRT/TO MARK2-YFP (WT and KD) experiments, Doxycycline (10224633; Thermo Fisher Scientific; 200 ng/ml) was added 16 h prior to imaging (Zulkipli et al., 2018 (link)). SiR-Actin dye (Lukinavičius et al., 2014 (link); SC001; Spirochrome; 100 nM) was added 30 min before imaging. All imaging sessions were conducted in a chamber at 37°C.
Widefield images were acquired with an Applied Precision Deltavision Core deconvolution microscope equipped with a dual camera system composed of a CoolSNAP and Cascade2 Camera (Photometrics) under EM mode. For live-cell studies, images were taken every 3 min (21 timepoints—total time 60 min) with optimized exposure times ranging from 0.1 to 0.2 s depending on the imaging channel. For each experiment, at least three z-sections (2 µm gap) were acquired using an oil-based 60X NA 1.42 objective or 100X NA 1.40 objective. High-resolution imaging datasets have pixel sizes ranging between 0.04144 and 0.06887 µm. Time-point equalization, deconvolution, and data export (Tiff-format) were performed in softWoRx 6.5.2.
Confocal images were acquired using a Leica Stellaris 8 confocal microscope with an oil-based 63X NA 1.40 objective. Each movie consisted of at least four z-sections (max 46) taken with 0.2–0.5 µm gaps. All movies underwent adaptive deconvolution (Lightning mode). Before processing through SpinX, movies were converted to 8-bit and padded to 1,024 × 1,024 dimensions using our padding algorithm (described below).
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Publication 2023
Acclimatization Actins Cells Doxycycline GSK923295 HeLa Cells Hyperostosis, Diffuse Idiopathic Skeletal L15 culture medium MARK2 protein, human Metaphase MG 132 Microscopy Microscopy, Confocal
The study group consisted of patients that underwent IVF in the fertility clinic in Bydgoszcz, Poland, between May 2021 and September 2021. A total of 40 randomly selected patients were included in the study, 20 with a positive pregnancy test after the IVF procedure and 20 patients with a negative pregnancy test. All patients suffered from infertility defined as the inability to achieve pregnancy after 1 year of regular intercourse. The size of the study population was established prior to the study and was based on previous studies on the cytokine profile of FF in women who underwent IVF. Another factor taken into account was the number of patients who underwent fertility treatment during the COVID-19 pandemic as well as the limited financial support for the research.
Detailed inclusion and exclusion criteria, gynaecological assessment regime, patients’ hormonal stimulation and the procedure leading to IVF, ovarian puncture procedure, and embryo assessment strategies were described in detail in our published research in 2022 [4 (link)].
The results of ovarian stimulation were analysed on the basis of the total number of good-quality COCs (cumulus–oocyte complexes) retrieved, the number of oocytes in metaphase (M) II and MI, and the number of germinal vesicles. On the third and fifth days after fertilization embryos were assessed (on the basis of the Gardner and Schoolcraft criteria) and divided into three subcategories using the Istanbul consensus workshop on embryo assessment (2011) and standards for the assessment of oocytes and embryos – Polish Society of Reproductive Medicine and Embryology recommendations as follows: top-quality embryos, non-top-quality embryos, and non-viable embryos [5 , 6 (link)].
Clinical confirmation of pregnancy was based on blood serum B-hCG concentration between the 10th and the 15th day after transfer.
Publication 2023
Coitus Consensus Workshops COVID 19 Cytokine Embryo Fertility Fertilization Metaphase Oocytes Ovarian Stimulation Ovary Ovum Patients Pregnancy Pregnancy Tests Punctures Serum Sterility, Reproductive Woman
Dermal fibroblasts from a proband female donor were cultured in 4-well dishes under standard conditions until they reach confluency. Confluent cells were synchronized in the G0/G1 phase of the cell cycle by culture in medium with low serum (DMEM/F12 medium with 0.5% FBS) for 2–4 days before SCNT. Enucleations, cell fusion, and artificial activations were performed. Briefly, meiotic metaphase II (MII) spindles were visualized under polarized microscopy and removed. Next, a disaggregated fibroblast was aspirated into a micropipette, exposed briefly to HVJ-E extract (Cosmo Bio LTD #ISK-CF-001-EX) and placed into the enucleated oocyte perivitelline space. After cell fusion, the SCNT oocytes were subjected to artificial activation.
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Publication 2023
Cell Cycle Cells Females Fibroblasts Fusions, Cell G1 Phase Meiotic Spindle Apparatus Metaphase Microscopy Oocytes Serum Tissue Donors Training Programs
FISH analyses were carried on both metaphase arrested and cycling interphase nuclei of ESCs. The probes were purchased from Empire Genomics, USA (Catalog # MYBPC3-20GR and MYH7-20-OR). FISH probes specific for MYBPC3 (11p11.2 locus, ~188Kb) were labeled using Green-dUTP, and for MYH7 (14q11.2 locus, ~177 Kb) were labeled using Orange-dUTP. Briefly, ESCs were treated with KaryoMAX Colcemide (Life Technologies) at a final concentration of 200 ng/mL for 1.5 h at 37 °C. Treated cells were then detached by 0.25% trypsin/EDTA and incubated in hypotonic 0.075 M KCL for 20 min. Cells were next fixed with methanol: acetic acid (3:1 v/v) and dropped onto a slide and dried on a hot plate at 60 °C. The samples were dehydrated using ethanol (70, 85, and 100%) for 1 min in each and dried in air. Slides were applied with the probe mixture, covered with an 18 mm2 coverslip, and incubated in a humidified Thermobrite® system (Leica) set at 73 °C for 2 min, and then 37 °C for 16 h. The incubated slides were rinsed with washing solution 1 (0.3% Igepal/0.4 × SSC) and washing solution 2 (0.1% Igepal/2 × SSC). Slides were mounted in ProLong™ Gold Antifade Mountant with DAPI (Life Technologies) and observed using a fluorescence microscopy equipped with a cooled CCD camera. Images were captured and analyzed by ISIS analysis software (MetaSystem GmbH).
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Publication 2023
Acetic Acid Cell Nucleus Cells Colcemide DAPI deoxyuridine triphosphate Edetic Acid Enhanced S-Cone Syndrome Ethanol Fishes Gold Interphase Metaphase Methanol Microscopy, Fluorescence Trypsin

Top products related to «Metaphase»

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Colcemid is a chemical compound primarily used in cell biology research. It functions as a mitotic inhibitor, arresting cells in metaphase of the cell division cycle. Colcemid disrupts microtubule formation, thereby preventing the proper segregation of chromosomes during mitosis.
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Colcemid is a chemical compound used in laboratory settings for applications involving cell biology and cytogenetics. It functions by disrupting the formation of the mitotic spindle during cell division, leading to the arrest of cells in metaphase. This property makes Colcemid a valuable tool for researchers studying cellular processes and chromosome structure.
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KaryoMAX Colcemid Solution is a laboratory reagent used for arresting mitosis in cell cultures. It acts by disrupting the formation of the mitotic spindle, thereby preventing cell division. The solution is designed for use in cytogenetic applications, such as karyotyping and chromosome analysis.
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KaryoMAX colcemid is a laboratory reagent used in cytogenetic analysis. It functions to arrest cells in metaphase, allowing for the visualization and analysis of chromosomes. The product is intended for research use only and not for use in diagnostic procedures.
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The KaryoMAX is a laboratory instrument designed for chromosome analysis. It provides high-resolution imaging and automated analysis of metaphase chromosome spreads for applications such as karyotyping and cytogenetic research.
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Isis 5 is a software application developed by MetaSystems for the analysis and interpretation of chromosomal data. The software provides tools for karyotyping, fluorescence in situ hybridization (FISH) analysis, and other cytogenetic applications. Isis 5 offers an intuitive user interface and advanced image processing capabilities to assist researchers and clinicians in their cytogenetic research and diagnostic work.
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Nocodazole is a synthetic compound that acts as a microtubule-destabilizing agent. It functions by binding to and disrupting the polymerization of microtubules, which are essential components of the cytoskeleton in eukaryotic cells. This property makes Nocodazole a valuable tool in cell biology research for studying cell division, cell motility, and other cellular processes that rely on the dynamics of the microtubule network.
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Fetal Bovine Serum (FBS) is a cell culture supplement derived from the blood of bovine fetuses. FBS provides a source of proteins, growth factors, and other components that support the growth and maintenance of various cell types in in vitro cell culture applications.
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Colchicine is a chemical compound used in various laboratory and research applications. It is a naturally occurring alkaloid derived from the autumn crocus plant. Colchicine is primarily used as a research tool to study cell division and microtubule dynamics.
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DAPI is a fluorescent dye that binds strongly to adenine-thymine (A-T) rich regions in DNA. It is commonly used as a nuclear counterstain in fluorescence microscopy to visualize and locate cell nuclei.

More about "Metaphase"

Metaphase is a critical stage in the cell division process, where chromosomes align along the equatorial plane of the cell prior to their separation and movement to the poles.
This essential step ensures the accurate segregation of genetic material into daughter cells, maintaining genomic integrity.
Colcemid, a microtubule-depolymerizing agent, is commonly used to synchronize cells in metaphase, allowing researchers to study this important stage in greater detail.
Similarly, Nocodazole, another microtubule-disrupting compound, can be used to induce metaphase arrest.
The Isis 5 software is a powerful tool that can be used to analyze metaphase chromosome spreads, providing insights into chromosome structure and number.
FBS, or fetal bovine serum, is often used in cell culture media to support cell growth and division, which can influence metaphase dynamics.
Colchicine, a plant-derived compound, is also known to disrupt microtubule polymerization, leading to metaphase arrest.
DAPI, a fluorescent dye, is frequently used to visualize chromosomes during metaphase, enabling researchers to study the alignment and segregation of genetic material.
By leveraging the power of AI-driven tools like PubCompare.ai, researchers can optimize their metaphase research, streamlining the discovery of the best protocols from literature, preprints, and patents, thereby enhancing reproducibility and accuracy in this critical area of cell biology.