AbstractAn ontological representation of the entities relevant to biological research is urgently needed. The cell ontology developed by Bard and colleagues (CL) (Bard et al. 2005) makes a significant contribution towards fulfilling this need by providing an ontology of cell types. The CL has already proven useful for data annotation (e.g. Grumbling et al. 2006), although the ontology’s potential utility goes well beyond that specific application. For example, using the number of distinct cell types in an organism as a measure of biological complexity, Vogel and Chothia (2006) compared the proteomes of 38 organisms of varying complexity and identified patterns in the evolution and expansion of protein domain superfamilies. This work has implications for some of the fundamental questions in biology, such as understanding the processes by which physiology becomes more intricate, new cell types arise, and biological complexity increases. While Vogel and Chothia did not yet utilize the CL for this work, they cite Bard et al. (2005) and describe the ontology’s value for improving and extending their analysis. Thus, in addition to its great utility for database annotation, the CL has the potential to play a significant role in basic scientific inquiry.The prospect of using the CL (and other ontologies) for this type of scientific research is extremely exciting but also imposes requirements on the level of formal rigor applied in ontology development, on the adequacy of the ontology as a representation of reality, and on its adherence to community standards of best practice. It is with these things in mind that I examined the CL to determine whether any revision would be required before my research group could use it for scientific research.After carefully evaluating the CL, my overall impression is that it does not possess the rigor and exactness required of a reference ontology. Furthermore, the problems I see are significant enough that it would be difficult for my research group to use the CL as our application ontology. While some of the problems could be resolved by changing a relation or rewriting a definition, others would require careful rethinking of the ontology’s foundation, because they involve the scope and organizing principle of the ontology as a whole.