Signal, noise, and sampling: How pool size and replication shape metabolomic inference
This study demonstrates that in metabolomic analyses of small organisms, both pool size and biological replication are critical, interdependent factors that jointly determine the detectability and stability of biological signals, where insufficient pooling or replication leads to a loss of true metabolic effects without increasing false discoveries.