Algorithms in Bioinformatics. Paul A. Gagniuc

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synthesized by other cells (other gene networks) or the amount of nutrients, pressure, temperature, and so on.

      1.5.10 Eukaryotic vs. Prokaryotic Regulation

      In prokaryotes, gene expression is primarily regulated at the level of transcription. Moreover, transcription and translation occur almost simultaneously in the cell cytoplasm. Eukaryotic regulation of gene expression is dynamically orchestrated at several levels, such as epigenetics (chromatin and TF), transcription, post-transcription, translation, and post-translation (further processing of the amino acid polypeptides from a primary structure to more complex, secondary, tertiary structure, and so on). Eukaryotic gene expression occurs with a delay when compared to prokaryotes, as transcription takes place within the nucleus and translation occurs outside the nucleus within the cytoplasm.

      1.5.11 What Is Life?

      The information in DNA molecules supports a continuous biochemical feedback inside the cell, which self-regulates according to external and internal stimuli (i.e. nutrients, signal molecules, pressure, electromagnetic radiation, and so on). Through energy consumption, this continuous process is maintained in a permanent imbalance above the “inanimate” background. From our reference system, this dynamic self-regulating biochemical feedback is considered life.

      Source: Refs. [74, 283].

Kingdoms Land Water Total
Eukaryotes
Animals 953k 171k 1125k
Fungi 43k 1k 44k
Plants 216k 9k 224k
Protists 21k 13k 34k
Prokaryotes
Bacteria 10k 1k 11k
Archaea 1k 0k 1k
Total 1244k 194k 1439k

      The table shows the total number of known species on earth. The data are divided into two major categories on rows, namely prokaryotes and eukaryotes; and two major categories on columns two and three, namely the environment. Note that 1k means 1000 species.

      Compartmentalization is not a condition for life; however, a closed environment for biochemical containment might be. Most likely, unicellular species that evolved in water had fewer survival issues related to mechanics and gravity. To obtain a specialization, some of these species evolved a cooperation between internal biochemical processes rather than between individual cells. Thus, their volume and shape increased to the point where a single cell began to resemble a multicellular organism. Such unicellular organisms contain multiple nuclei, and for historical reasons are called coenocytes (Greek coeno, “common”; cyte, “box”). Nevertheless, the virtual “cells” of these unicellular organisms are not defined by a physical barrier. This virtualization may be achieved only through controlled biochemical interactions between concentration gradients of different types of molecules (i.e. from gradients of simple nucleic acids, amino acids, fatty acids and sugars, up to RNA and proteins). Spatially spaced point sources of such chemical and biochemical gradients can form a well-organized virtual structure in these unicellular organisms. Moreover, the biochemical versatility can continue up to the point of inclusion of smaller unicellular species to form a biochemical symbiosis.

      1.7.1 Two Main Approaches for Organism Formation

      1.7.2 Size and Metabolism

      Competition and gravity preclude the emergence of unicellular organisms over a certain size. Moreover, gradient-based biochemical signaling and interactions would be inefficient on long distances inside large unicellular organisms. Multicellular organisms seem to have found a balance between the speed of response and the size of the cells. Small cells have a larger surface area relative to their volume. Each unit of volume can exchange gases and nutrients at a higher rate compared to larger cells. Note that the principle is equivalent to smaller salt granules that dissolve faster in water than large ones. Cooperation for development of cell specialization in the direction of a circulatory system formation ensured an optimal exchange with the outside environment and a fast response for the entire organism. In the case of very large unicellular organisms, the response time for any stimulus may be dictated by distances inside the cell and the metabolic rate. For instance, a biochemical interaction between two points in the cytoplasm of such an organism would require time and high amounts of messenger molecules to diffuse in a large volume until the target is stochastically encountered. In other words, “time contracts” for giant unicellular organisms. It is likely that giant single-celled organisms have existed in the distant past. However, competition with smaller unicellular organisms with higher response times may have eliminated them from the evolutionary chain.

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