Longitudinal modelling of performance and feed efficiency traits in growing Duroc pigs

•Feed efficiency related traits exhibit along-fattening genetic heterogeneity.•This heterogeneity is, however, rather limited.•Its consideration in breeding programs is not expected to improve the responses.•Properly modeling such genetic heterogeneity would request large datasets.