As a multicellular organism grows and develops, it must organize its physical structure: its leaves, arms, stalks, roots, eyes, gills, exoskeleton or bones and, crucially, its reproductive organs. All must develop in the right place at the right time and with the right function. Such a complicated physical structure requires many different specialized cells to provide all the necessary functions. And the various specialized cells must cooperate and communicate with each other to deal with the complexities of the world in which the organism lives.
How do they manage to specialize when all the cells of a multicellular organism share the same DNA? Answer: during development from the single fertilized egg, successively more DNA is turned off or sequestered so that it doesn't participate in the cell's function. A tricky task, many details of which remain poorly understood.
Metazoans (the formal biological name for multicellular
        organisms) were not the first collections of different cells to
        act in concert. Long before Metazoans appeared, there were
        organized "cooperative" communities called biofilms. Biofilms
          are complex
            ecologies of single-cell organisms that typically
          include algae, bacteria, protozoa, cyanobacteria, fungi, and
          viruses. Biofilms
        often
        include
        hundreds
        of
        different species of single-cell organisms that play different
        roles for the benefit of all.  They collectively generate
        and embed themselves in an extracellular polymeric matrix that
        provides structure and protection.  The earliest colony
        bacteria we know of were the cyanobacteria that evolved more
        than three billion 
years ago. Their fossil remains
        are visible today because these colonies secreted a thick
        polymer gel that held them together and protected them from
        strong solar radiation. The gel also trapped sand and debris
        from the surf which, together with slime secreted by the
        bacteria, formed the beautiful patterns of the Stromatolite
        fossil reefs visible in Australia (see image at left). These
        structures vary from twig-size to semi-truck size. Today we
        encounter another biofilm, dental plaque, whenever we brush our
        teeth. Other types of biofilm include the slippery films on
        rocks in streams and on many other surfaces such as contact
        lenses, artificial heart valves. plant roots, and the inside
        surfaces of fresh water pipes. Present-day biofilms support
        analogs of all four key principles. Although we do not know how
        or when these principles arose, they must have been in place
        when true multicellular organisms - plants, animals, and fungi
        -- first appeared between 500 million and one billion years ago.
         
The full complement of genes and DNA control sequences in a
        multicellular genome is far more complex than that of most
        single cell organisms [1].
        Yet any given type of Metazoan cell - and there are about 250
        different types in humans - is functionally simpler than a
        typical single cell organism. Each differentiated cell type uses
        just a subset of the 22,000 total human genes. For example, all
        cells in the body have the gene for hemoglobin, but only red
        blood cells make that protein. Along with this specialization, the cells must
        coordinate their activities by sending messages
        to each other. They work cooperatively to develop their "body,"
        which is a stigmergy structure.
        And they need apoptosis mechanisms
        to remove cells that have outlived their usefulness or become
        dangerous. Without all four of those organizing principles
        operating together in a
          coordinated manner, true multicellularity would not have
        been possible.
      
As a multicellular organism develops from its original cell (or in some species such as Hydra, cells that have "budded" from the parent), its genetic program directs the 'daughter' cells to sequester and permanently silence much of their DNA at predetermined stages of development, thereby becoming specialized for different functions. Some organisms have multiple stages of stable forms, e.g., insects that exhibit larva, pupae, and adult forms. But these developmental stages all involve programmed cell differentiation. For most cells, differentiation and the resulting cell specialization is dramatic and irreversible.
It is difficult to argue that any one factor is primarily responsible for the evolution of multicellularity. Conventional wisdom once asserted that the primary benefit of multicellularity, hence presumably what drove its evolution, was the division of labor, or specialization, provided by differentiated cells. (see Maynard Smith, J. & Szathmáry, E. The Major Transitions in Evolution, 1995). But preexisting biofilms already used all four principles, not just specialization. They used stigmergy to structure their colonies and polymorphic messaging for quorum sensing and apoptosis. It was the cooperation between many different species of single-cell organisms that had already given biofilms an advantage over single independent cells. From that perspective, it would seem that the messaging, stigmergy, and apoptosis that support cooperation are at least as responsible for the evolution of multicellularity as specialization alone.
 Metazoans also benefit from the advantages of scale and
        complex 3D structure that are organism-level properties rather
        than properties of individual cells. Larger organisms can pool
        sensory information, e.g. about vibration and light over a wider
        area: many single-cell organisms sense light, but it requires
        retinas or insect compound eyes to sense images; bacteria can
        sense vibration, but it takes sensation over areas of skin (in
        the case of the lateral lines of fish) or the vertabrate cochlea
        to truly "hear" i.e., to
        extract information about the source of pressure waves or sound.
        Metazoans also are able to affect the world more precisely e.g.,
        to control their movements and orientation; they are not subject
        to the random effects of Brownian motion that dominates in air
        and water at the scale of bacteria. Finally, Metazoans have
        distinct shapes that facilitate specialized functions; consider
        the leaves, branches and flowers of plants, or the tentacles of
        hydra, jellyfish and octopus, or the wings of insects and birds,
        or the legs of insects and mammals, or the fins of fish. Such
        shapes arise primarily from programmed growth from a single cell
        or, in some cases, from a small group that buds off from its
        parent. With the benefits of shape and scale, Metazoans benefit
        from a vastly expanded range of competitive strategies available
        for capturing the sun's energy, reproducing, foraging, hunting,
        and myriad defenses.
      
Multicellular computing is following an evolutionary path analogous to that of biological organisms. The evolution toward multicellularity began when PCs were used as terminals to mainframes, replacing dedicated terminals. As more “smarts” or software function migrated from the mainframe to the PC terminals, the interaction between client and server became richer and more varied. Then, with the emergence of the Internet, the central role of the mainframe was eclipsed. Today we see loosely organized general-purpose computers in web communities, P2P networks, and ad hoc grids such as Skype. These loosely organized communities are comparable to biofilms. Some "cloud" architectures such as Google's are more formal and specialized and therefore are more analogous to small Metazoa such as the Hydra or perhaps small jellyfish. In any case, we now see at least some aspects of all four principles already at play. Specialization becomes more common. Polymorphic messaging, especially in Service Oriented Architectures (SOA) or AJAX. Web Services, and Web 2.0 mashups also proliferate. New and interesting stigmergy structures abound. And the beginnings of apoptosis mechanisms are showing up in computing.
 The advantages of scale also become evident in the Internet
        even as a huge store of data accessible via search engines. Many
        of the more novel apps in iPhones/iPads benefit from pooling
        information across many individual machines at disparate
        locations. Some devices are mobile and contribute local
        information such as GPS position, acceleration and orientation,
        vision (from their embedded cameras), and sound. That sort of
        information also bootstraps a 3D structure onto the Internet
        conversation that escapes the notion that the whole Internet is
        just a blob of undifferentiated IP addresses. And systems such
        as Facebook and Twitter bootstrap new social structures too.
      
Will computing require additional, or different basic principles? We cannot yet know. But the fact that the same four principles seem to be already emerging in the rather different world of multicellular computing suggests that these are at least a valuable initial set of organizing principles.
[1] Some single cell organisms, e.g. certain species of Amoeba, can have genomes more than 100 times larger than the human genome. See for example Sizing up genomes: Amoeba is king, Edward R. Winstead, Feb. 2001. Note however that the number of base pairs in a genome does not necessarily determine its complexity.
Contact: sburbeck at mindspring.com
          Last revised 7/29/2013