We study pupils' conceptual learning in secondary school level and the development of expertise in higher education, in the context of life sciences. In addition, we focus on the pedagogical expertise of life science university teachers. We utilize mixed methods approach, such as eye-tracking and interviews and both qualitative and quantitative approaches.