The paradigm of cellular systems as deterministic machines
has
long guided our understanding of biology. Advancements in technology
and methodology, however, have revealed a world of stochasticity,
challenging the notion of determinism. Here, we explore the stochastic
behavior of multi-protein complexes, using the DNA replication system
(replisome) as a prime example. The faithful and timely copying of
DNA depends on the simultaneous action of a large set of enzymes and
scaffolding factors. This fundamental cellular process is underpinned
by dynamic protein–nucleic acid assemblies that must transition
between distinct conformations and compositional states. Traditionally
viewed as a well-orchestrated molecular machine, recent experimental
evidence has unveiled significant variability and heterogeneity in
the replication process. In this review, we discuss recent advances
in single-molecule approaches and single-particle cryo-EM, which have
provided insights into the dynamic processes of DNA replication. We
comment on the new challenges faced by structural biologists and biophysicists
as they attempt to describe the dynamic cascade of events leading
to replisome assembly, activation, and progression. The fundamental
principles uncovered and yet to be discovered through the study of
DNA replication will inform on similar operating principles for other
multi-protein complexes.