TY - JOUR
T1 - Digoxin treatment in heart failure - Unveiling risk by cluster analysis of DIG data
AU - Ather, Sameer
AU - Peterson, Leif E.
AU - Divakaran, Vijay G.
AU - Deswal, Anita
AU - Ramasubbu, Kumudha
AU - Giorgberidze, Irakli
AU - Blaustein, Alvin
AU - Wehrens, Xander H.T.
AU - Mann, Douglas L.
AU - Bozkurt, Biykem
N1 - Funding Information:
The Digitalis Investigation Group (DIG) study is conducted and supported by the NHLBI in collaboration with the Digitalis Investigation Group (DIG) Investigators. This manuscript was not prepared in collaboration with investigators of the Digitalis Investigation Group (DIG) and does not necessarily reflect the opinions or views of the Digitalis Investigation Group (DIG) or the NHLBI. Dr. Bozkurt is a recipient of Merit Entry Level grant support from Veterans Affairs Medical Research Service (MRS). X.H.T.W. is a W.M. Keck Foundation Distinguished Young Scholar in Medical Research, and is also supported by NIH/NHLBI grants R01-HL089598 and R01-HL091947.
PY - 2011/8/4
Y1 - 2011/8/4
N2 - Background: Digoxin has been shown to reduce heart failure (HF) hospitalizations with no overall effect on mortality in HF patients. We used cluster analysis to delineate the clinical characteristics of HF patients in whom digoxin therapy was associated with improved or worsened clinical outcomes. Methods: The Digitalis Investigation Group (DIG) database was partitioned into 20 clusters. Multivariate Cox regression analyses was used, to identify clusters in which digoxin was associated with either an increase (Mortality digHR > 1), decrease (Mortality digHR < 1), or no association with all cause mortality (Mortality digHR - NS); and separately, with an increase (HFA digHR > 1), decrease (HFA digHR < 1), or no association (HFA digHR - NS) with HF admissions (HFA). Results: We identified 938 patients in the Mortality digHR > 1 group, 6818 patients in the Mortality digHR - NS group, and none in Mortality digHR < 1 group. The Mortality digHR > 1 group had a higher prevalence of females, diabetes mellitus, hypertension, higher age, systolic blood pressure (SBP), heart rate and ejection fraction (EF), compared to the Mortality digHR - NS group. Similarly, 6325 patients clustered in the HFA digHR < 1 group, 1431 patients in the HFA digHR - NS group, and none in the HFA digHR > 1 group. The HFA digHR - NS group had a higher prevalence of females and hypertension, higher SBP, body mass index and EF; and lower prevalence of peripheral edema and third heart sound, compared with the HFA digHR < 1 group. Conclusion: Thus, the baseline characteristics of patients who did not have reduction in HF hospitalization or who had increased mortality were very similar and included females with hypertension, higher EF and higher SBP. Thus, use of digoxin in patients with this profile may need to be avoided.
AB - Background: Digoxin has been shown to reduce heart failure (HF) hospitalizations with no overall effect on mortality in HF patients. We used cluster analysis to delineate the clinical characteristics of HF patients in whom digoxin therapy was associated with improved or worsened clinical outcomes. Methods: The Digitalis Investigation Group (DIG) database was partitioned into 20 clusters. Multivariate Cox regression analyses was used, to identify clusters in which digoxin was associated with either an increase (Mortality digHR > 1), decrease (Mortality digHR < 1), or no association with all cause mortality (Mortality digHR - NS); and separately, with an increase (HFA digHR > 1), decrease (HFA digHR < 1), or no association (HFA digHR - NS) with HF admissions (HFA). Results: We identified 938 patients in the Mortality digHR > 1 group, 6818 patients in the Mortality digHR - NS group, and none in Mortality digHR < 1 group. The Mortality digHR > 1 group had a higher prevalence of females, diabetes mellitus, hypertension, higher age, systolic blood pressure (SBP), heart rate and ejection fraction (EF), compared to the Mortality digHR - NS group. Similarly, 6325 patients clustered in the HFA digHR < 1 group, 1431 patients in the HFA digHR - NS group, and none in the HFA digHR > 1 group. The HFA digHR - NS group had a higher prevalence of females and hypertension, higher SBP, body mass index and EF; and lower prevalence of peripheral edema and third heart sound, compared with the HFA digHR < 1 group. Conclusion: Thus, the baseline characteristics of patients who did not have reduction in HF hospitalization or who had increased mortality were very similar and included females with hypertension, higher EF and higher SBP. Thus, use of digoxin in patients with this profile may need to be avoided.
KW - Cluster analysis
KW - Digoxin
KW - Heart failure
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U2 - 10.1016/j.ijcard.2010.04.021
DO - 10.1016/j.ijcard.2010.04.021
M3 - Article
C2 - 20471706
AN - SCOPUS:79960566228
SN - 0167-5273
VL - 150
SP - 264
EP - 269
JO - International Journal of Cardiology
JF - International Journal of Cardiology
IS - 3
ER -