Healthcare professionals now understand that there are many different types of asthma and that it affects people in very different ways, researchers said.
Current research efforts are focused on categorising these different clusters into phenotypes and on revealing underlying pathophysiological pathways of these smaller sub groups of asthma.
If this can be achieved, it will help healthcare professionals tailor asthma treatment to suit each person, rather than a 'one size fits all' approach, researchers said.
This involved looking at particles in the breath known as exhaled volatile compounds, which are then analysed by so-called electronic noses.
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The results showed five distinct sub-groups. Each cluster contained patients with similar breath profiles. When comparing the clinical characteristics of these groups they differed in age and asthma symptoms.
The findings suggest that exhaled-breath analysis by an electronic nose can be useful in understanding the differences between individuals with asthma, which could ultimately help with identifying sub-groups of the condition.
"We know electronic noses have the potential to help us understand more about a range of lung diseases," Paul Brinkman, lead author of the study from the Academic Medical Centre in Amsterdam, said.
The research was presented at the European Respiratory Society (ERS) International Congress in Munich.