“…First, many of the publications identified by researchers have not been published long enough to be cited. Six additional publications identified during our search process have been published Subgroup analysis: insufficient sample sizes for specific subpopulations 20,22,23,30 • Larger cohort studies 22,23 • Targeted population sampling (e.g., exposure to water bodies, specific drug/therapeutic profiles, specific familial/genetic patterns, small-area populations, geographical "hot spots") 20,22,23,30 Latency analysis: insufficient detail on exposure timing and duration in reported information 13,20,22 • Additional information (e.g., prediagnostic exposures, residential history, weather-related exposure patterns, distance to chemical use) 13 • Biological specimen (estimates for exposure dose, bioaccumulation) 13,20 • Prospective cohort studies 13,22 Confounding: challenges related to identifying ideal population-based control cohorts 19 • Standardized methodologies for control recruitment (e.g., sibling controls, matched population controls) 9,19 • Prospective cohort studies 19 Causal inference: unclear cause-effect relationship between observed exposures and disease outcomes 20,22,24,30 • Prospective cohort studies 22 • Experimental studies for identified risk factors 22 • Mechanistic studies for less-studied chemicals 13 Clinic-based ALS cohorts (e.g., hospital, multicenter)…”