Complex sentence: According to Euphemia, they travelled through southern France together despite Innes suffering from tuberculosis, which eventually killed him.
Split into simpler sentences: According to Euphemia, they travelled through southern France together. Innes even then was suffering from the tuberculosis which eventually killed him.