Parametric analysis of histograms measured in flow cytometry

Flow cytometric histograms frequently consist of several components that show various degrees of overlap. For many types of analysis it is of great importance to decompose the original histogram into its components. To that purpose, we investigated the maximum likelihood approach in detail. It is shown that the iterative method to solve the maximum likelihood equations is well behaved for a variety of initial values. Algorithms to obtain initial values are presented, and the performance of the method is tested when applied to the analysis of DNA measurements from heterogeneous cell populations that differ with respect to DNA content.     

Purifying human Y chromosomes by flow cytometry and sorting

A method of producing an enriched sample of human Y chromosomes from peripheral blood lymphocytes is described. Metaphase chromosomes were prepared from peripheral blood lymphocytes donated by 17 normal male individuals. A suspension of chromosomes in a polyamine buffer was produced from each sample, stained with the fluorescent dye Hoechst 33258, and passed through a flow cytometer and sorter. Following analysis of the 17 fluorescence distributions, a single donor was found giving a separate peak corresponding to the Y chromosome. Seventy percent of the chromosomes sorted from this peak were identified as Y chromosomes. Batches of a million Y chromosomes were produced from each of several 40 ml donations of peripheral blood. These were assessed for the amount of Y DNA present and used to construct a DNA library.     

Analysis of chromosomes from human peripheral lymphocytes by flow cytometry

A method of preparation and flow cytometric analysis of chromosomes from human peripheral lymphocytes is described. The procedure allows a resolution coefficient of variation better than 3% using propidium iodide staining and a commercially available flow cytometer.     

A comparison of mathematical methods for the analysis of DNA histograms obtained by flow cytometry

Abstract. Twelve methods for analysing FCM-histograms were compared using the same set of data. Some of the histograms that were analysed were simulated by computer and some were taken from experiments. Simulated data were generated assuming asynchronously growing cell populations and (i) measurement coefficients of variation ( CV ) from 2 to 16%; (ii) constant measurement CV or CV 's increasing from G₁ to G₂ phase, and (iii) varying fractions of cells in each phase. Simulated data were also generated assuming synchronous cell populations in which a block in early S phase was applied and released. DNA histograms were measured for L-929 cells at various times after mitotic selection. Labelling indices were also measured for these cells at the same time.
The fractions of cells in the G₁, S, and (G₂+ M) phases were calculated by each analytical method and compared with the actual fractions used for simulation, or in case of experimental data, with autoradiographic results. Generally, all methods yielded reasonably accurate fractions of cells in each phase with relative errors in the range of 10–20%. However, most methods tended to overestimate G₁ fractions and underestimate S fractions. In addition, variations in the shape of the S phase distribution often caused considerable errors. Phase fractions were also calculated for histograms of kinetically perturbed populations, simulated as well as experimental The errors were only slightly larger than for histograms from asynchronously growing cell populations.     

Strategies for choosing a deoxyribonucleic acid stain for flow cytometry of metaphase chromosomes.

Requirements for flow cytometry of metaphase chromosomes stained with three deoxyribonucleic acid (DNA)-specific fluorescent dyes--Hoechst 33258, Chromomycin A3, and ethidium bromide--are reviewed. Fluorescence properties of these three stains when bound to mitotic cells or to chromosomes in suspension are measured and compared with fluorescence properties when bound to DNA in solution. Conditions are given for high resolution flow cytometry of Chinese hamster chromosomes stained with each of the fluorophors, and histograms are presented that exhibit differences in relative peak position and area. Energy transfer fluorescence between two DNA stains is presented as a potentially useful new parameter for flow cytometry of chromosomes and is illustrated by fluorescence energy transfer from Chromomycin A3 to ethidium bromide when simultaneously bound to hamster mitotic cells.     

Cytochemical studies of metaphase chromosomes by flow cytometry

The cytochemical properties of metaphase chromosomes from Chinese hamster and human cells were studied by flow cytometry. This technique allows precise quantitation of the fluorescence properties of individual stained chromosome types. Chromosomes were stained with the following fluorescent DNA stains: Hoechst 33258, DAPI, chromomycin A₃, ethidium bromide, and propidium iodide. The relative fluorescence of individual chromosome types varied depending on the stain used, demonstrating that individual chromosome types differ in chemical properties. Flow measurements were performed as a function of stain and chromosome concentration to characterize the number and distribution of stain binding sites. Flow analysis of double stained chromosomes show that bound stains interact by energy transfer with little or no binding competition. For most hamster chromosomes, there is a strong correlation between relative fluorescence and stain base preference suggesting that staining differences may be determined primarily by differences in average base composition. A few hamster chromosome types exhibit anomalous staining which suggests that some other property, such as repetitive DNA sequences, also may be an important determinant of chromosomal staining.     

Modification of a trypsin-detergent method for DNA flow cytometry of human epidermis

An existing technique (Vindelov et al. Cytometry 3:323, 1983) has been modified for DNA flow cytometry of human epidermis obtained from 2 to 3 mm punch biopsies. By varying the length of time of digestion of the epidermal disc by trypsin from 5 to 70 min a controlled release of keratinocytes occurred beginning with the stratum basale and proceeding toward, but not including, the superficial layer of the epidermis, the stratum corneum.     

Centromeric index versus DNA content flow karyotypes of human chromosomes measured by means of slit-scan flow cytometry

We have applied slit-scan flow cytometry (SSFCM) to classify human chromosomes according to their centromeric index (CI) and relative DNA content. The resulting bivariate--CI vs. DNA content--distributions shows 14 peaks for normal human chromosomes. Distinct peaks are produced by chromosomes 1, 2, 3, 4 + 5, 6 + 7 + X, 8, 13 + 14 + 15, 16, 17 + 18, 19 + 20, and 21 + 22 + Y. In addition, chromosomes 9 through 12 are resolved into three peaks. The identity of the chromosomes comprising each peak was determined by comparing CI vs. DNA content distributions measured for normal human chromosomes by means of SSFCM with CI and DNA content values measured for human chromosomes with image analysis. The accuracy of CI measurement by SSFCM was verified by measuring CIs for human chromosomes isolated from human/rodent hybrid cell lines containing only a few known human chromosomes. These studies showed CIs measured for human chromosomes 1-19 and 21 to be in close agreement with the CIs calculated by means of image analysis. We further confirmed the chromosome assignments for each peak by showing that the relative volumes of the peaks in the CI vs. DNA content distributions for chromosomes from normal cells are similar to the relative frequencies of chromosomes expected for these peaks based on the peak assignments.     

Use of fluorescent sequence-specific polyamides to discriminate human chromosomes by microscopy and flow cytometry

In this paper, we demonstrate the use of synthetic polyamide probes to fluorescently label heterochromatic regions on human chromosomes for discrimination in cytogenetic preparations and by flow cytometry. Polyamides bind to the minor groove of DNA in a sequence-specific manner. Unlike conventional sequence-specific DNA or RNA probes, polyamides can recognize their target sequence without the need to subject chromosomes to harsh denaturing conditions. For this study, we designed and synthesized a polyamide to target the TTCCA-motif repeated in the heterochromatic regions of chromosome 9, Y and 1. We demonstrate that the fluorescently labeled polyamide binds to its target sequence in both conventional cytogenetic preparations of metaphase chromosomes and suspended chromosomes without denaturation. Chromosomes 9 and Y can be discriminated and purified by flow sorting on the basis of polyamide binding and Hoechst 33258 staining. We generate chromosome 9- and Y-specific ‘paints’ from the sorted fractions. We demonstrate the utility of this technology by characterizing the sequence of an olfactory receptor gene that is duplicated on multiple chromosomes. By separating chromosome 9 from chromosomes 10–12 on the basis of polyamide fluorescence, we determine and differentiate the haplotypes of the highly similar copies of this gene on chromosomes 9 and 11.     

Analysis of repetitive DNA in chromosomes by flow cytometry

We developed a flow cytometry method, chromosome flow fluorescence in situ hybridization (FISH), called CFF, to analyze repetitive DNA in chromosomes using FISH with directly labeled peptide nucleic acid (PNA) probes. We used CFF to measure the abundance of interstitial telomeric sequences in Chinese hamster chromosomes and major satellite sequences in mouse chromosomes. Using CFF we also identified parental homologs of human chromosome 18 with different amounts of repetitive DNA.     

A count-dependent filter for smoothing flow cytometric histograms

An adaptive count-dependent algorithm for smoothing statistically limited histograms has been developed. It considers both the spatial frequency limitations of the measurement system (described by the measurement system point spread function) and the reliability of the measured data (indicated by the effective number of counts influencing each channel of the histogram. Windows for smoothing flow cytometric histograms are derived from an assumed Gaussian-shaped point spread function (PSF) with a constant coefficient of variation. The windows are developed by scaling the variances of the Gaussian functions inversely with the statistical reliability of the data contained in each channel of the measured histogram. The reliability of this data is determined by taking the square root of the number of counts influencing the value tabulated for each channel. Using the algorithm, a smoothed version of the measured histogram may be developed from a linear sum of the products of the individual scaled Gaussian functions and the original measured histogram. Data are presented demonstrating the advantages of count-dependent smoothing over non-count-dependent smoothing using synthesized DNA histograms as a function of sample size.     

Counterstaining human chromosomes for flow karyology

Isolated human metaphase chromosomes stained with the fluorochromes 4'-6-diamidino-2-phenylindole (DAPI) and chromomycin A3(CA3), and counterstained with nonfluorescent netropsin (NTR), have been analyzed by dual-laser flow cytometry. Counterstaining with NTR reduces DAPI fluorescence except at regions on chromosomes 1,9,15,16, and Y, corresponding to C-band heterochromatin. Bivariate flow karyology of human chromosomes treated with this triple-stain combination resolves chromosomes 1,9, and Y distinctly from the remaining chromosomes and resolves variations between chromosome homologues not detected by staining with propidium iodide (PI) or with the double stain combination Hoechst 33258(HO) and CA3.     

A new method for the preparation of metaphase chromosomes for flow analysis

A new method for the preparation of metaphase chromosomes for flow analysis has been evaluated. It has been shown that this method, which involves detergent lysis of metaphase cells and polyamines to stabilize the DNA, yields lower coefficients of variation and background levels in the DNA histograms than is currently obtained by hexylene glycol based methods. A conventional flow cytometer (FACS-II) has been used to resolve the human karyotype into about 14 peaks after ethidium bromide staining and excitation with a relatively low level of illumination (0.4 W at 488 nm). Flow karyotypes have also been obtained from suspension cell lines, in particular from the mouse cell line, Friend 707/B10. The only disadvantage of this method is that the chromosomes are highly condensed and therefore banding studies on sorted chromosomes may not be possible.     

The curvHDR method for gating flow cytometry samples

Background  

High-throughput flow cytometry experiments produce hundreds of large multivariate samples of cellular characteristics. These samples require specialized processing to obtain clinically meaningful measurements. A major component of this processing is a form of cell subsetting known as gating. Manual gating is time-consuming and subjective. Good automatic and semi-automatic gating algorithms are very beneficial to high-throughput flow cytometry.     

A single laser method for subtraction of cell autofluorescence in flow cytometry

In flow cytometry cell autofluorescence often interferes with efforts to measure low levels of bound fluorescent antibody. We have developed a way to correct for autofluorescence on a cell-by-cell basis. This results in improved estimates of real staining and better separation of the fluorescence histograms of stained and non-stained cells. Using a single laser, two-color fluorescence measurement system and two-color compensation electronics, autofluorescence and one fluorescent reagent are measured (rather than two fluorescent reagents). With fluorescein-conjugated antibodies the signal in the 515 to 555 nm range (green fluorescence) includes both fluorescein emission and part of the cellular autofluorescence. In the cases we have investigated, autofluorescence collected at wavelengths above 580 nm ("red") is well correlated with the green autofluorescence of the cells. A fraction of this red fluorescence is subtracted from the green fluorescence to produce an adjusted fluorescein output on which unstained cells have zero average signal. Use of this method facilitates the selection of rare cells transfected with surface antigen genes. Culture conditions affect the level of autofluorescence and the balance between red and green autofluorescence. When applied with fluorescein-conjugated reagents, the technique is compatible with the use of propidium iodide for live/dead cell discrimination.     

Chromomycin A3 as a fluorescent probe for flow cytometry of human gynecologic samples.

Chemical, physical and optical properties of chromomycin A3 are examined so as to ascertain appropriate staining and analysis procedures for flow cytometry of human gynecologic samples. Fluorescence excitation and emission spectra of chromomycin A3-stained cervical cells are compared with those of chromomycin A3-stained deoxyribonucleic acid. Conditions for deoxyribonucleic acid-specific staining of cervical cells are presented, and staining specificity of cervical cells with chromomycin A3 is compared to that obtained with ethidium bromide, propidium iodide and Hoechst 33258. Also presented is a brief review of two parameter flow cytometry as a prescreening procedure for detection of cervical neoplasia. Results of flow cytometry and cell sorting are interpreted based on the deoxyribonucleic acid-specificity of chromomycin A3 staining.     

A detailed method for obtaining preparations of human sperm chromosomes

A detailed technique is described for obtaining preparations of the chromosome complements of human sperm by fertilization of hamster eggs and analysis of the male pronucleus. Some of the more difficult aspects and important steps are emphasized. Technical data from 17 consecutive experiments are presented to provide an estimate of the number of karyotypes which can be obtained in an experiment.