Table 3.
LCSS Item | Naive model | Joint Model Trajq_s | ||||||
---|---|---|---|---|---|---|---|---|
HR (LCSS) | HR (Trt) | β00 | β10 | β11 | β20 | e γ: HR (LCSS) | e α: HR (Trt) | |
Anorexia | 1.011 | 0.67 | 28.8 | 5.93 | −0.138 | −1.15 | 1.014 | 0.66 |
Cough | 1.009 | 0.72 | 14.7 | −1.29 | −0.410 | 0.193 | 1.015 | 0.72 |
Dyspnea | 1.010 | 0.73 | 32.6 | 2.74 | −1.280* | −0.327 | 1.011 | 0.73 |
Fatigue | 1.012 | 0.70 | 36.4 | 6.62 | −1.033 | −1.032 | 1.014 | 0.70 |
Pain | 1.016 | 0.70 | 26.8 | 0.63 | −0.891 | 0.061 | 1.018 | 0.71 |
Interference | 1.013 | 0.66 | 41.5 | 5.87 | −0.881 | −0.905 | 1.015 | 0.66 |
QoL | 1.012 | 0.69 | 41.1 | 4.86 | −0.873 | −0.710 | 1.014 | 0.69 |
Symptoms | 1.012 | 0.68 | 34.1 | 3.08 | −0.805 | −0.432 | 1.014 | 0.68 |
ASBI5 | 1.021 | 0.69 | 27.9 | 3.09 | −0.866 | −0.435 | 1.025 | 0.68 |
ASBI8 | 1.019 | 0.67 | 32.0 | 3.72 | −0.883 | −0.516 | 1.022 | 0.67 |
LCSS Lung Cancer Symptom Scale, ASBI5 the mean of the five symptom items (anorexia, cough, dyspnea, fatigue, and pain), ASBI8 the mean of the five symptom items and the three global items (interference, QoL, and symptoms), HR hazard ratio, Trt treatment
β00: mean of intercepts b 0i in LCSS trajectory ηi(t) = b 0i + b 1i t + b 2i t 2
β10: mean of slopes b 1i for patients treated with cisplatin
β11: treatment effect on b 1i; *P-value <0.05
β10 + β11: mean of slopes b 1i for patients treated with pemetrexed/cisplatin
β20: mean of quadratic coefficient b 2i
γ: the association between LCSS trajectory and time to progressive disease (TTPD)
P-values for γ and α were less than 0.01