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. Author manuscript; available in PMC: 2024 Oct 24.
Published in final edited form as: J Heart Lung Transplant. 2024 Feb 13;43(6):901–910. doi: 10.1016/j.healun.2024.02.004

Table 3.

Modeling of the Conditions Under which an Unmeasured Factor (U) May Account for Observed Sex-Based Differences in Mortality via Collider-Stratification Bias

M.U PAH.U RR for association of U with PAH in men: 2 RR for association of U with PAH in men: 5
Prevalence of U in population without PAH Prevalence of U in population without PAH
RR for association of female sex with mortality 1.0 0.05 0.10 0.20 0.30 0.40 0.50 0.05 0.10 0.20 0.30 0.40 0.50
2 0.67 0.94 0.90 0.86 0.84 0.83 0.84 0.86 0.79 0.74 0.73 0.74 0.76
5 0.67 0.82 0.74 0.67 0.66 0.68 0.71 0.62 0.53 0.49 0.51 0.55 0.60
2 1.00 0.96 0.93 0.90 0.89 0.89 0.90 0.87 0.81 0.77 0.77 0.79 0.82
5 1.00 0.87 0.81 0.77 0.77 0.79 0.82 0.65 0.58 0.56 0.59 0.64 0.69
2 1.50 0.98 0.97 0.95 0.95 0.95 0.96 0.89 0.84 0.82 0.83 0.85 0.87
5 1.50 0.94 0.91 0.90 0.90 0.91 0.93 0.71 0.65 0.65 0.69 0.74 0.78
0.57 2 0.67 0.54 0.52 0.49 0.48 0.47 0.48 0.49 0.45 0.42 0.41 0.42 0.44
5 0.67 0.47 0.42 0.38 0.38 0.39 0.40 0.35 0.30 0.28 0.29 0.31 0.34
2 1.00 0.55 0.53 0.51 0.51 0.51 0.51 0.50 0.46 0.44 0.44 0.45 0.47
5 1.00 0.50 0.46 0.44 0.44 0.45 0.47 0.37 0.33 0.32 0.34 0.36 0.39
2 1.50 0.56 0.55 0.54 0.54 0.54 0.55 0.51 0.48 0.47 0.47 0.48 0.50
5 1.50 0.53 0.52 0.51 0.51 0.52 0.53 0.40 0.37 0.37 0.39 0.42 0.45
Key
RR Model < RR Observed
Modeling estimates female sex is more protective than the observed data demonstrate (RR Model < 0.60; below the lower limit of the 95% confidence interval of observed data)
RR Model = RR observed
Modeling estimates female sex is as protective as the observed data demonstrate (RR Model 0.60 – 0.92; within the 95% confidence interval of observed data)
RR Model > RR Observed
Modeling estimates female sex is less protective than the observed data demonstrate (RR Model > 0.92; above the upper limit of the 95% confidence interval of observed data)

M.U. = risk ratio for association of U with mortality; PAH.U = risk ratio for association of U with PAH among women. Assumptions: (1) prevalence of PAH among men = 5 cases per million44; (2) Risk ratio (RR) for effect of female sex on PAH = 3.0 (as seen in PHAR); (3) mortality of men versus women in the general population = RR 1.0 (equivalent) or 0.57 (lower mortality for women, based on U.S.-based longitudinal cohorts)45; (4) RR for the association of U with mortality = varied between 2.0 and 5.0; (5) RR for the association of U with PAH among women = varied between 0.67 and 1.50; (6) prevalence of U in the population without PAH = varied between 0.05 and 0.50. Table is color-coded according to whether modeling of collider-stratification bias predicted RR which were below (red), equal to (green), or above (blue) the 95% confidence interval for the observed unadjusted RR for mortality by sex in PHAR (RR 0.74; 95% CI 0.60–0.92).