TY - JOUR
T1 - Person centered analysis of psychological traits to explain heterogeneity in patient reported outcomes of coronary artery disease
T2 - The THORESCI study
AU - van Montfort, E.M.J.
AU - Kupper, N.
AU - Widdershoven, J.W.M.G.
AU - Denollet, J.
PY - 2018
Y1 - 2018
N2 - BackgroundHeterogeneity in the prognosis of coronary artery disease (CAD) patients may be explained by relatively stable individual psychological differences. Therefore, we studied multiple personality and coping traits using a person-centered approach, and examined the predictive value of this approach for patient-reported outcomes.Method657 CAD patients (age = 66.39 ± 10.6; 79% men) completed multiple self-report questionnaires focusing on demographics, negative affectivity and social inhibition (DS14), neuroticism and extraversion (EPQ), resilience (DRS-15), and coping styles (CISS) after undergoing percutaneous coronary intervention.Depressive symptoms (PHQ-9), anxiety (GAD-7), and treatment adherence (MOS) were assessed at 6 months follow-up. Clinical information was extracted from patients’ medical records.ResultsA step-3 latent class analysis identified four subgroup profiles: Low distress (31%), Passive coping (21%), Active coping (20%), and High distress (28%). For all patient-reported outcomes, overall significant differences between the subgroups were observed (p-values < .05). The High distress profile was associated with the highest levels of emotional distress (d’s > .94), and lowest levels of positive mood (d = −1.02) and treatment adherence (d = −2.75) at follow-up. Patients with an Active coping profile also experienced increased emotional distress (d’s > .50), but participated in cardiac rehabilitation most often (d = .13), and reported high levels of positive mood (d = −1.02). Patients with a Passive coping profile displayed few emotional problems after sixmonths (d’s < .30), but participation to cardiac rehabilitation was relatively low (d = .04).ConclusionsThis study revealed four distinct psychological latent subgroups, which were predictive of patientreported outcomes. The results indicate that a person-centered approach is useful in explaining heterogeneity in recovery from PCI, and may enhance personalized medicine in patients with CAD.
AB - BackgroundHeterogeneity in the prognosis of coronary artery disease (CAD) patients may be explained by relatively stable individual psychological differences. Therefore, we studied multiple personality and coping traits using a person-centered approach, and examined the predictive value of this approach for patient-reported outcomes.Method657 CAD patients (age = 66.39 ± 10.6; 79% men) completed multiple self-report questionnaires focusing on demographics, negative affectivity and social inhibition (DS14), neuroticism and extraversion (EPQ), resilience (DRS-15), and coping styles (CISS) after undergoing percutaneous coronary intervention.Depressive symptoms (PHQ-9), anxiety (GAD-7), and treatment adherence (MOS) were assessed at 6 months follow-up. Clinical information was extracted from patients’ medical records.ResultsA step-3 latent class analysis identified four subgroup profiles: Low distress (31%), Passive coping (21%), Active coping (20%), and High distress (28%). For all patient-reported outcomes, overall significant differences between the subgroups were observed (p-values < .05). The High distress profile was associated with the highest levels of emotional distress (d’s > .94), and lowest levels of positive mood (d = −1.02) and treatment adherence (d = −2.75) at follow-up. Patients with an Active coping profile also experienced increased emotional distress (d’s > .50), but participated in cardiac rehabilitation most often (d = .13), and reported high levels of positive mood (d = −1.02). Patients with a Passive coping profile displayed few emotional problems after sixmonths (d’s < .30), but participation to cardiac rehabilitation was relatively low (d = .04).ConclusionsThis study revealed four distinct psychological latent subgroups, which were predictive of patientreported outcomes. The results indicate that a person-centered approach is useful in explaining heterogeneity in recovery from PCI, and may enhance personalized medicine in patients with CAD.
KW - Personality
KW - Coping styles
KW - Psychological profiles
KW - Variable-centered
KW - Person-centered
KW - Latent class analysis
KW - Coronary artery disease
KW - AMERICAN-HEART-ASSOCIATION
KW - MYOCARDIAL-INFARCTION
KW - SCIENTIFIC STATEMENT
KW - SOCIAL INHIBITION
KW - PREDICTIVE-VALUE
KW - POSITIVE AFFECT
KW - NEGATIVE AFFECT
KW - CARDIAC EVENTS
KW - RISK-FACTORS
KW - DEPRESSION
U2 - 10.1016/j.jad.2018.04.072
DO - 10.1016/j.jad.2018.04.072
M3 - Article
SN - 0165-0327
VL - 236
SP - 14
EP - 22
JO - Journal of Affective Disorders
JF - Journal of Affective Disorders
ER -