Mechanism-enhanced population science: strengthening population studies through functional insights

The success of epidemiological studies in identifying causal relationships between tobacco smoking,1 alcohol consumption, excess body weight, and cancer risk represents one of the greatest achievements in modern public health. However, as the field aims to discover novel risk factors, studies face challenges in detecting modest effect sizes while controlling for unmeasured confounding.2 We propose integrating mechanistic insights from experimental…