IDEAS home Printed from https://ideas.repec.org/a/spr/ijphth/v62y2017i5d10.1007_s00038-016-0939-0.html
   My bibliography  Save this article

Relative contribution of health-related behaviours and chronic diseases to the socioeconomic patterning of low-grade inflammation

Author

Listed:
  • Marialaura Bonaccio

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • Augusto Di Castelnuovo

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • George Pounis

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • Amalia De Curtis

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • Simona Costanzo

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • Mariarosaria Persichillo

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • Chiara Cerletti

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • Maria Benedetta Donati

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • Giovanni de Gaetano

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

  • Licia Iacoviello

    (IRCCS Istituto Neurologico Mediterraneo NEUROMED)

Abstract

Objectives To test the association of low-grade inflammation with socioeconomic status (SES) and determine the relative contribution of prevalent chronic diseases and health-related behaviours in explaining such association. Methods Cross-sectional analysis on 19,867 subjects (age ≥35, 48.1% men) recruited within the Moli-sani study from 2005 to 2010 (Italy). A score of low-grade inflammation, including platelet and leukocyte counts, the granulocyte-to-lymphocyte ratio, and C-reactive protein was applied. SES was measured by education, household income, and occupational social class. Results Low SES was associated with elevated levels of low-grade inflammation. Health behaviours (including adiposity, smoking, physical activity, and Mediterranean diet adherence) explained 53.5, 53.9, and 84.9% of the association between social class, income, and education with low-grade inflammation, respectively. Adiposity and body mass index showed a prominent role, while prevalent chronic diseases and conditions only marginally attenuated SES inequalities in inflammation. Conclusions Low-grade inflammation was socioeconomically patterned in a large Mediterranean population. Potentially modifiable behavioural factors explained the greatest part of this association with a leading contribution of adiposity, body mass index, and physical activity.

Suggested Citation

  • Marialaura Bonaccio & Augusto Di Castelnuovo & George Pounis & Amalia De Curtis & Simona Costanzo & Mariarosaria Persichillo & Chiara Cerletti & Maria Benedetta Donati & Giovanni de Gaetano & Licia Ia, 2017. "Relative contribution of health-related behaviours and chronic diseases to the socioeconomic patterning of low-grade inflammation," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 62(5), pages 551-562, June.
  • Handle: RePEc:spr:ijphth:v:62:y:2017:i:5:d:10.1007_s00038-016-0939-0
    DOI: 10.1007/s00038-016-0939-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00038-016-0939-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00038-016-0939-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Silvia Stringhini & G David Batty & Pascal Bovet & Martin J Shipley & Michael G Marmot & Meena Kumari & Adam G Tabak & Mika Kivimäki, 2013. "Association of Lifecourse Socioeconomic Status with Chronic Inflammation and Type 2 Diabetes Risk: The Whitehall II Prospective Cohort Study," PLOS Medicine, Public Library of Science, vol. 10(7), pages 1-15, July.
    2. Khang, Young-Ho & Lynch, John W. & Yang, Seungmi & Harper, Sam & Yun, Sung-Cheol & Jung-Choi, Kyunghee & Kim, Hye Ryun, 2009. "The contribution of material, psychosocial, and behavioral factors in explaining educational and occupational mortality inequalities in a nationally representative sample of South Koreans: Relative an," Social Science & Medicine, Elsevier, vol. 68(5), pages 858-866, March.
    3. Marialaura Bonaccio & Augusto Di Castelnuovo & Simona Costanzo & Mariarosaria Persichillo & Maria Benedetta Donati & Giovanni de Gaetano & Licia Iacoviello, 2016. "Interaction between education and income on the risk of all-cause mortality: prospective results from the MOLI-SANI study," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 61(7), pages 765-776, September.
    4. Lisa M. Coussens & Zena Werb, 2002. "Inflammation and cancer," Nature, Nature, vol. 420(6917), pages 860-867, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wonjeong Chae & Seung Yeon Kang & Sung-In Jang & Yoon Dae Han, 2022. "Risk of Anorectal Cancer Associated with Benign Anal Inflammatory Diseases: A Retrospective Matched Cohort Study," IJERPH, MDPI, vol. 19(12), pages 1-10, June.
    2. Nathalia Prata Garcia & Layene Caetano Ireno & Marcello Pardi de Castro & Cristiane Tefé-Silva & Karina Furlani Zoccal & Mirella dos Santos Reis & Lúcia Helena Faccioli & Luiz Gustavo Gardinassi, 2020. "Antitumoral Effect of Lobelia Inflata in An Experimental Mouse Model of Melanoma," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 25(1), pages 18856-18864, January.
    3. Hwa-Kyung Lim & Young-Ho Khang, 2019. "Quantifying the impact of reducing socioeconomic inequalities in modifiable risk factors on mortality and mortality inequalities in South Korea," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 64(4), pages 585-594, May.
    4. Xuechao Liu & Shangxiang Chen & Jianjun Liu & Dazhi Xu & Wei Li & Youqing Zhan & Yuanfang Li & Yingbo Chen & Zhiwei Zhou & Xiaowei Sun, 2017. "Impact of systemic inflammation on gastric cancer outcomes," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-13, March.
    5. Titus J. Galama & Adriana Lleras-Muney & Hans van Kippersluis, 2018. "The Effect of Education on Health and Mortality: A Review of Experimental and Quasi-Experimental Evidence," NBER Working Papers 24225, National Bureau of Economic Research, Inc.
    6. Lidyane V Camelo & Luana Giatti & Jorge Alexandre Barbosa Neves & Paulo A Lotufo & Isabela M Benseñor & Dóra Chor & Rosane Härter Griep & Maria de Jesus Mendes da Fonseca & Pedro Guatimosim Vidigal & , 2014. "Life Course Socioeconomic Position and C-Reactive Protein: Mediating Role of Health-Risk Behaviors and Metabolic Alterations. The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil)," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-12, October.
    7. Bambang Udji Djoko Rianto & Rangga Putra Nugraha & Sagung R Indrasari & Anggoro Eka Raditya, 2019. "The Difference Platelet Lymphocyte Ratio and Thrombocyte Volume between Benign Compared to Carcinoma Thyroid Gland," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 19(2), pages 14138-14142, June.
    8. Sandy Tubeuf & Florence Jusot & Damien Bricard, 2012. "Mediating Role Of Education And Lifestyles In The Relationship Between Early‐Life Conditions And Health: Evidence From The 1958 British Cohort," Health Economics, John Wiley & Sons, Ltd., vol. 21(S1), pages 129-150, June.
    9. Ming-Hsien Tsai & How-Ran Chao & Wen-Li Hsu & Ching-Chung Tsai & Chu-Wen Lin & Chu-Huang Chen, 2021. "Analysis of Polybrominated Diphenyl Ethers and Lipid Composition in Human Breast Milk and Their Correlation with Infant Neurodevelopment," IJERPH, MDPI, vol. 18(21), pages 1-18, November.
    10. Angelo d’Errico & Fulvio Ricceri & Silvia Stringhini & Cristian Carmeli & Mika Kivimaki & Mel Bartley & Cathal McCrory & Murielle Bochud & Peter Vollenweider & Rosario Tumino & Marcel Goldberg & Marie, 2017. "Socioeconomic indicators in epidemiologic research: A practical example from the LIFEPATH study," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-32, May.
    11. repec:arp:sjmhsm:2022:p:9-17 is not listed on IDEAS
    12. Titus J Galama & Hans van Kippersluis, 2019. "A Theory of Socio-economic Disparities in Health over the Life Cycle," The Economic Journal, Royal Economic Society, vol. 129(617), pages 338-374.
    13. Samir KC & Harold Lentzner, 2010. "The effect of education on adult mortality and disability: a global perspective," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 8(1), pages 201-235.
    14. Shuai Zhao & Dang Wu & Pin Wu & Zhen Wang & Jian Huang, 2015. "Serum IL-10 Predicts Worse Outcome in Cancer Patients: A Meta-Analysis," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-15, October.
    15. Hämmig, Oliver & Gutzwiller, Felix & Kawachi, Ichiro, 2014. "The contribution of lifestyle and work factors to social inequalities in self-rated health among the employed population in Switzerland," Social Science & Medicine, Elsevier, vol. 121(C), pages 74-84.
    16. Rodrigo B Mansur & Graccielle R Cunha & Elson Asevedo & André Zugman & Maiara Zeni-Graiff & Adiel C Rios & Sumit Sethi & Pawan K Maurya & Mateus L Levandowski & Ary Gadelha & Pedro M Pan & Laura Stert, 2016. "Socioeconomic Disadvantage Moderates the Association between Peripheral Biomarkers and Childhood Psychopathology," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-14, August.
    17. Alan C. Logan & Susan L. Prescott, 2017. "Astrofood, Priorities and Pandemics: Reflections of an Ultra-Processed Breakfast Program and Contemporary Dysbiotic Drift," Challenges, MDPI, vol. 8(2), pages 1-24, September.
    18. Ren-Sheng Wang & Xue-Ying Hu & Wan-Jie Gu & Zhen Hu & Bo Wei, 2013. "Tooth Loss and Risk of Head and Neck Cancer: A Meta-Analysis," PLOS ONE, Public Library of Science, vol. 8(8), pages 1-9, August.
    19. M. Wozna & B. Kempisty & H. Piotrowska & J. Dorszewska & D. Bukowska & M. Nowicki, 2012. "The immunological, biochemical and molecular bases of canine senescence and carcinogenesis: a review," Veterinární medicína, Czech Academy of Agricultural Sciences, vol. 57(7), pages 350-359.
    20. Simandan, Dragos, 2018. "Rethinking the health consequences of social class and social mobility," Social Science & Medicine, Elsevier, vol. 200(C), pages 258-261.
    21. Alain L Fymat, 2017. "On the Inflammation Theory of Cancer," Cancer Therapy & Oncology International Journal, Juniper Publishers Inc., vol. 8(3), pages 59-65, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:ijphth:v:62:y:2017:i:5:d:10.1007_s00038-016-0939-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.