Plasma levels of hepatocyte growth factor and placental growth factor predict mortality in a general population: a prospective cohort study

被引:18
作者
Santalahti, K. [1 ,2 ]
Havulinna, A. [3 ]
Maksimow, M. [1 ,2 ]
Zeller, T. [4 ,5 ]
Blankenberg, S. [4 ,5 ]
Vehtari, A. [6 ]
Joensuu, H. [7 ,8 ]
Jalkanen, S. [1 ,2 ]
Salomaa, V. [3 ]
Salmi, M. [1 ,2 ]
机构
[1] Univ Turku, MediCity Res Lab, Tykistokatu 6A, FIN-20520 Turku, Finland
[2] Univ Turku, Dept Med Microbiol & Immunol, Turku, Finland
[3] Natl Inst Hlth & Welf, Dept Publ Hlth Solut, Helsinki, Finland
[4] Univ Heart Ctr Hamburg, Clin Gen & Intervent Cardiol, Hamburg, Germany
[5] German Ctr Cardiovasc Res DZHK eV, Partner Site Hamburg Lubeck Kiel Hamburg, Berlin, Germany
[6] Aalto Univ, Dept Biomed Engn & Computat Sci, Espoo, Finland
[7] Helsinki Univ Hosp, Dept Oncol, Helsinki, Finland
[8] Univ Helsinki, Helsinki, Finland
基金
芬兰科学院;
关键词
biomarker; cohort study; death risk; epidemiology; mortality; TYROSINE KINASE 1; LONG-TERM RISK; MOLECULAR-MECHANISMS; CIRCULATING LEVELS; ADVERSE OUTCOMES; SERUM-LEVELS; RECLASSIFICATION; MARKER; IMPROVEMENT; EXPRESSION;
D O I
10.1111/joim.12648
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background. Circulating levels of growth factors involved in leucocyte production and angiogenesis could be indicative of underlying aberrations of tissue homeostasis and therefore be utilized as predictors of risk for all-cause cardiovascular disease (CVD) or cancer mortality. Methods. Baseline plasma levels of a range of growth factors were measured in two cohorts of the population-based FINRISK study (1997 Discovery cohort, N = 8444, aged 25-74; 2002 Replication cohort, N = 2951, aged 51-74 years) using a multiplexed bead array methodology and ELISA. Participants were followed up by linking them to registry data. Results. In the Discovery cohort (653 deaths; 216 CVD-related, 231 cancer-related), fully adjusted Cox proportional hazard regression models showed that increased plasma hepatocyte growth factor (HGF) and placental growth factor (PlGF) were associated with higher risk of 10-year mortality (HR, 1.29 [95% confidence interval (CI), 1.18-1.41] and HR, 1.23 [95% CI, 1.14-1.32], respectively). In the Replication cohort (259 deaths; 83 CVD-related, 90 cancer-related), baseline HGF levels also predicted all-cause mortality (HR, 1.2 [95% CI, 1.08-1.32]; PlGF data not available). By including HGF levels in a CVD mortality model, 9% of all CVD deaths were correctly reclassified in the Discovery cohort (categorical net reclassification improvement [NRI] for events, P = 4.0 x 10(-4)). Moreover, adding HGF to all-cause and CVD mortality models resulted in an overall clinical NRI of 0.10-0.18 in the Discovery cohort and meta-analyses (P < 0.05 for all tests). Conclusion. Blood levels of HGF and PlGF may serve as new biomarkers for predicting increased risk of death in the general population.
引用
收藏
页码:340 / 352
页数:13
相关论文
共 54 条
  • [1] Genome-wide Association Study Identifies 27 Loci Influencing Concentrations of Circulating Cytokines and Growth Factors
    Ahola-Olli, Ari V.
    Wurtz, Peter
    Havulinna, Aki S.
    Aalto, Kristiina
    Pitkanen, Niina
    Lehtimaki, Terho
    Kahonen, Mika
    Lyytikainen, Leo-Pekka
    Raitoharju, Emma
    Seppala, Ilkka
    Sarin, Antti-Pekka
    Ripatti, Samuli
    Palotie, Aarne
    Perola, Markus
    Viikari, Jorma S.
    Jalkanen, Sirpa
    Maksimow, Mikael
    Salomaa, Veikko
    Salmi, Marko
    Kettunen, Johannes
    Raitakari, Olli T.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2017, 100 (01) : 40 - 50
  • [2] Strategies to Prevent "Bad Luck" in Cancer
    Albini, Adriana
    Cavuto, Silvio
    Apolone, Giovanni
    Noonan, Douglas M.
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2015, 107 (10):
  • [3] [Anonymous], 2011, JSTATSOFT45, DOI DOI 10.18637/JSS.V045.I03
  • [4] Contribution of 30 Biomarkers to 10-Year Cardiovascular Risk Estimation in 2 Population Cohorts The MONICA, Risk, Genetics, Archiving, and Monograph (MORGAM) Biomarker Project
    Blankenberg, Stefan
    Zeller, Tanja
    Saarela, Olli
    Havulinna, Aki S.
    Kee, Frank
    Tunstall-Pedoe, Hugh
    Kuulasmaa, Kari
    Yarnell, John
    Schnabel, Renate B.
    Wild, Philipp S.
    Muenzel, Thomas
    Lackner, Karl J.
    Tiret, Laurence
    Evans, Alun
    Salomaa, Veikko
    [J]. CIRCULATION, 2010, 121 (22) : 2388 - U57
  • [5] Forty-year trends in cardiovascular risk factors in Finland
    Borodulin, Katja
    Vartiainen, Erkki
    Peltonen, Markku
    Jousilahti, Pekka
    Juolevi, Anne
    Laatikainen, Tiina
    Mannisto, Satu
    Salomaa, Veikko
    Sundvall, Jouko
    Puska, Pekka
    [J]. EUROPEAN JOURNAL OF PUBLIC HEALTH, 2015, 25 (03) : 539 - 546
  • [6] Elevated concentration of placental growth factor (PlGF) and long term risk in patients with acute coronary syndrome in the PROVE IT-TIMI 22 trial
    Bui, An H.
    Bonaca, Marc P.
    Sabatine, Marc S.
    Ray, Kausik K.
    Rifai, Nader
    Cannon, Christopher P.
    Morrow, David A.
    [J]. JOURNAL OF THROMBOSIS AND THROMBOLYSIS, 2012, 34 (02) : 222 - 228
  • [7] Net Reclassification Index and Integrated Discrimination Index Are Not Appropriate for Testing Whether a Biomarker Improves Predictive Performance
    Burch, Peter M.
    Glaab, Warren E.
    Holder, Daniel J.
    Phillips, Jonathan A.
    Sauer, John-Michael
    Walker, Elizabeth G.
    [J]. TOXICOLOGICAL SCIENCES, 2017, 156 (01) : 11 - 13
  • [8] Burke Harry B, 2016, Biomark Cancer, V8, P89, DOI 10.4137/BIC.S33380
  • [9] Molecular mechanisms and clinical applications of angiogenesis
    Carmeliet, Peter
    Jain, Rakesh K.
    [J]. NATURE, 2011, 473 (7347) : 298 - 307
  • [10] Potential Role for Plasma Placental Growth Factor in Predicting Coronary Heart Disease Risk in Women
    Cassidy, Aedin
    Chiuve, Stephanie E.
    Manson, Joann E.
    Rexrode, Kathyrn M.
    Girman, Cynthia J.
    Rimm, Eric B.
    [J]. ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY, 2009, 29 (01) : 134 - 139