<p>Heterocyst differentiation in certain filamentous cyanobacteria is a multifaceted process essential for nitrogen fixation, orchestrated by a sophisticated regulatory network that encompasses several key stages. These include induction, pattern differentiation, commitment, extracellular layer formation, cell-cell communication, and ultimately, nitrogen fixation and metabolism. Key regulators like NtcA and HetR control heterocyst development, while proteins such as PatS, HetN, and PatA modulate pattern formation. Certain non-coding RNAs, such as NsiR1, Yfr1, and NsiR4, also regulate gene expression and contribute to the shutdown of CO₂ fixation in differentiating heterocysts. Meanwhile, the heterocysts’ unique envelope protects nitrogenase from oxygen, enabling nitrogen fixation. Genetic engineering approaches, including CRISPR-Cas systems, have been employed to increase heterocyst frequency and enhance the production of compounds such as ethanol, butanol and H₂. By manipulating genes responsible for heterocyst differentiation, scientists can optimize nitrogen fixation, develop efficient biofertilizers, and unlock opportunities for a more sustainable future in agriculture and biotechnology. This review addresses the current understanding of the regulatory networks and molecular mechanisms that influence the development and function of heterocysts, providing insights into the biology and potential applications of these specialized cells through gene manipulations.</p> Graphical abstract <p></p>