Computer analysis of double-labeled two-dimensional electrophoresis gels

Elsie 4: quantitative computer analysis of sets of two-dimensional gel electrophoretograms

We have developed and refined a system for quantitative computer analysis of two-dimensional polyacrylamide gel electrophoretograms. The system, named Elsie 4, is based on one described by Vo et al. (Anal. Biochem. 112, 258 (1981]. It is highly automated. Elsie 4 can find, and measure the intensity of, almost any spot resolvable on two-dimensional gels, including spots visible only as shoulders off larger spots and spots so close together that there is no "valley" between them. It can automatically match the spot patterns of different gels, potentially without the need for a user to provide landmark matches. The matches between paired gels let us follow the synthesis of any spot through a set of gels. Information about a group of matched spots can be obtained by referring to any spot in the group. There is generally no need for a standard or reference gel. Data for two experiments can be combined and compared by matching any gel in one experiment with any gel in the other. There are ways to automatically find possible mismatches in sets of gels. Scans and the results of the analysis can be shown on an image displayer. The programs use function libraries; this helps ensure consistency and increase portability. The programs and functions can be linked together in many ways; this lets users build custom programs for analysis of specific experiments.

Two-dimensional electrophoresis computerized processing

This paper describes various methods suitable for implementation of two-dimensional processing software. The different steps leading to a complete processing are described, from the digitalization of the image to the processing of the resulting data. The characteristics of a convenient digitalization system are discussed. The different software devoted to spot detection is reviewed with respect to the presence or otherwise of a spot model and its characteristics. The major techniques for gel matching are compared as are designs for database structures suitable for tabulation of measurements. Finally, the need for a sophisticated system of data processing is stressed and its main requirements are described.

A double-label two-dimensional gel electrophoresis procedure specifically designed for serum or plasma protein analysis

A double-label two-dimensional electrophoresis procedure has been developed which is specifically designed for the comparison of serum or plasma proteins in two different samples. Proteins are labeled by reductive methylation with [14C]- or [3H] formaldehyde. The procedure is economical because small quantities of relatively inexpensive isotopes are used and it is at least as sensitive as silver staining in detecting proteins. A fourfold increase in the sensitivity of autoradiography over existing methods was obtained by performing autoradiography before processing the gel for fluorography. A spot in the electrophoretic gel that contains 17-28 ng of labeled protein is detectable. This corresponds to proteins present in serum at a concentration of 5-10 micrograms/ml. Even greater sensitivity can be achieved, at greater expense, by increasing the quantities of the radioisotopes in the labeling reaction. The particular value of the double label approach is that complex mixtures from two different sources are resolved together thus eliminating the possibility of differences arising from the resolving procedure itself. The procedure was applied to a mixture of serum and plasma from a single subject and a number of qualitative and quantitative differences were observed.

Modulation of protein biosynthesis during early stages of differentiation in retinoic acid treated F9 teratocarcinoma cells

Modulation of protein biosynthesis by retinoic acid during induction of differentiation of F9 teratocarcinoma stem cells was investigated by using computerized analysis of double label autoradiography of two-dimensional polyacrylamide gels. As early as 6 h after induction increased synthesis of 5 and decreased synthesis of 2 proteins occur. By 12 h after induction, synthesis of 13 proteins is elevated and by 24 h that of 17. At 24 h the range of stimulation is from two- to fourfold, as demonstrated by a 3H:14C ratio divided by the mode ratio. Examination of the Gaussian distributions of frequency of ratio indicates that many subtle changes in protein synthesis accompany the development of the new phenotype.