How bacteria form heterogeneous colonies?

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How a bunch of identical bacterial cells manage to self-aggregate into a colony and furthermore make it to exhibit some heterogeneous behavior? Is it a beginning of a multi-cellular development? See our latest work on N.gonorrhoeae bacteria: Pili mediated intercellular forces shape heterogeneous bacterial microcolonies prior to multicellular differentiation” just published in Scientific Reports.