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Aggregation and combination of cardiovascular risk factors and their association with 10-year all-cause mortality: the PERU MIGRANT Study

  • Janina Bazalar-Palacios
    ,
  • J. Jaime Miranda
    ,
  • Rodrigo M. Carrillo-Larco
    ,
  • Robert H. Gilman
    ,
  • Liam Smeeth
    ,
  • Universidad Peruana Cayetano Heredia
    ,
  • Universidad Peruana Cayetano Heredia
    ,
  • London School of Hygiene and Tropical Medicine
    ,
  • Imperial College London
    ,
  • Johns Hopkins University
Research Output:
Contribution to journal
Article
Peer-review

Open access

Publication Information

Output type

Research Output:
Contribution to journal
Article
Peer-review

Original language

English

Article number

582

Journal (Volume, Issue Number)

BMC Cardiovascular Disorders (Volume 21, Issue 1)

Publication milestones

  • Published - 12/2021

Publication status

Published - 12/2021

Publication IDs

  • Scopus: 85120990994
  • PubMed: 34876013

Abstract

Objective: To estimate the association between the aggregation and pair-wise combination of selected cardiovascular risk factors (CVRF) and 10-year all-cause mortality. Methods: Secondary data analysis of the PERU MIGRANT study, a prospective population-based cohort. Ten-year all-cause mortality was determined for participants originally enrolled in the PERU MIGRANT Study (baseline in 2007) through the National Registry of Identification and Civil Status. The CVRF included hypertension, type 2 diabetes mellitus, hypercholesterolemia, and overweight/obesity. Exposures were composed of both the aggregation of the selected CVRF (one, two, and three or more CVRF) and pair-wise combinations of CVRF. Cox regression models were used to calculate hazard ratios (HR) and 95% confidence intervals (95% CI). Findings: Of the 989 participants evaluated at baseline, 976 (98.8%) had information about vital status at 10 years of follow-up (9992.63 person-years), and 63 deaths were recorded. In the multivariable model, adjusting for sociodemographic and lifestyle variables, participants with two CVRF (HR: 2.48, 95% CI: 1.03–5.99), and those with three or more CVRF (HR: 3.93, 95% CI: 1.21–12.74) had higher all-cause mortality risk, compared to those without any CVRF. The pair-wise combinations associated with the highest risk of all-cause mortality, compared to those without such comorbidities, were hypertension with type 2 diabetes (HR: 11.67, 95% CI: 3.67–37.10), and hypertension with overweight/obesity (HR: 2.76, 95% CI: 1.18–6.71). Conclusions: The aggregation of two or more CVRF and the combination of hypertension with type 2 diabetes or overweight/obesity were associated with an increased risk of 10-year all-cause mortality. These risk profiles will inform primary and secondary prevention strategies to delay mortality from cardiovascular risk factors.

Funding Details

The PERU MIGRANT Study was funded through a Wellcome Trust Master Research Training Fellowship and a Wellcome Trust PhD Studentship to J.J.M. (074833/Z/04/A). The first follow-up evaluation was funded by Universidad Peruana Cayetano Heredia (Competitive Fund 20205071009). The second follow-up evaluation was funded by the National Heart, Lung, and Blood Institute, National Institutes of Health, through the GloCal Health Fellowship Program from the University of California Global Health Institute. The funders of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report. All authors collectively had final responsibility for the decision to submit for publication. The authors alone are responsible for the opinions in the manuscript, which do not necessarily represent those of their institutions. In relation to the funding of the authors: JJM acknowledges having received support from the Alliance for Health Policy and Systems Research (HQHSR1206660), the Bernard Lown Scholars in Cardiovascular Health Program at Harvard T.H. Chan School of Public Health (BLSCHP-1902), Bloomberg Philanthropies, FONDECYT via CIENCIACTIVA/CONCYTEC, British Council, British Embassy and the Newton-Paulet Fund (223-2018, 224-2018), DFID/MRC/Wellcome Global Health Trials (MR/M007405/1), Fogarty International Center (R21TW009982, D71TW010877), Grand Challenges Canada (0335-04), International Development Research Center Canada (IDRC 106887, 108167), Inter-American Institute for Global Change Research (IAI CRN3036), Medical Research Council (MR/P008984/1, MR/P024408/1, MR/P02386X/1), National Cancer Institute (1P20CA217231), National Heart, Lung and Blood Institute (HHSN268200900033C, 5U01HL114180, 1UM1HL134590), National Institute of Mental Health (1U19MH098780), Swiss National Science Foundation (40P740-160366), Wellcome (074833/Z/04/Z, 093541/Z/10/Z, 107435/Z/15/Z, 103994/Z/14/Z, 205177/Z/16/Z, 214185/Z/18/Z) and the World Diabetes Foundation (WDF15-1224). Rodrigo M Carrillo-Larco has been supported by a Strategic Award, Wellcome Trust-Imperial College Centre for Global Health Research [100693/Z/12/Z], and Imperial College London Wellcome Trust Institutional Strategic Support Fund (Global Health Clinical Research Training Fellowship) [294834/Z/16/Z ISSF ICL]. Rodrigo M Carrillo-Larco is supported by a Wellcome Trust International Training Fellowship [214185/Z/18/Z].
FundersFunding numbers
British Embassy
224-2018, 223-2018
Imperial College London Wellcome Trust
294834/Z/16/Z ISSF ICL
Universidad Peruana Cayetano Heredia
20205071009
University of California Global Health Institute
-
Wellcome Trust‐Imperial College Centre for Global Health Research
100693/Z/12/Z
NIH
-
NIMH
1U19MH098780
NHLBI
5U01HL114180, HHSN268200900033C, 1UM1HL134590
NCI
1P20CA217231
FIC
R21TW009982, D71TW010877
AHPSR
HQHSR1206660
HSPH
BLSCHP-1902
WT
MR/M007405/1, 074833/Z/04/A
Bloomberg Philanthropies
-
IDRC
108167, 106887
MRC
MR/P02386X/1, MR/P008984/1, MR/P024408/1
DFID
-
British Council
-
SNF
107435/Z/15/Z, 205177/Z/16/Z, 40P740-160366, 214185/Z/18/Z, 074833/Z/04/Z, 093541/Z/10/Z, 103994/Z/14/Z
GCC
0335-04
CONCYTEC
-
FONDECYT
-
IAI
IAI CRN3036
WDF
WDF15-1224

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