This cluster of papers focuses on the advances in breath analysis technology, particularly the use of electronic nose and sensor arrays to detect volatile organic compounds in exhaled breath for disease diagnosis, with a specific emphasis on lung cancer. The research covers various aspects such as diagnostic potential, colorimetric sensor arrays, and machine olfaction.