Sociodemographic patterns in biomarkers of aging in the Add Health cohort

References

• Aiello, A. E., M. N. Haan, L. Blythe, K. Moore, J. M. Gonzalez, and W. Jagust. 2006. The influence of latent viral infection on rate of cognitive decline over 4 years. Journal of the American Geriatrics Society 54 (7) (July 1):1046–54. doi:10.1111/j.1532-5415.2006.00796.x.
   PubMed Web of Science ®Google Scholar
• Bagby, S. P., D. Martin, S. T. Chung, and N. Rajapakse. 2019. From the outside In: Biological mechanisms linking social and environmental exposures to chronic disease and to health disparities. American Journal of Public Health 109 (S1) (January 1):S56–63. doi:10.2105/AJPH.2018.304864.
   PubMedGoogle Scholar
• Bailey, Z. D., N. Krieger, M. Agénor, J. Graves, N. Linos, and M. T. Bassett. 2017. Structural racism and health inequities in the USA: Evidence and interventions. Lancet 389 (10077) (April 8):1453–63. doi:10.1016/S0140-6736(17)30569-X.
   PubMed Web of Science ®Google Scholar
• Beydoun, M. A., H. A. Beydoun, M. R. Shroff, M. H. Kitner-Triolo, and A. B. Zonderman. 2013. Helicobacter Pylori seropositivity and cognitive performance among US adults: Evidence from a large national survey. Psychosomatic Medicine 75 (5):486–96. doi:10.1097/PSY.0b013e31829108c3.
   PubMed Web of Science ®Google Scholar
• Bruunsgaard, H., M. Pedersen, and B. K. Pedersen. 2001. Aging and proinflammatory cytokines. Current Opinion in Hematology 8 (3):131–36. doi:10.1097/00062752-200105000-00001.
   PubMed Web of Science ®Google Scholar
• Bucholz, E. M., H. C. Gooding, and S. D. de Ferranti. 2018. Awareness of cardiovascular risk factors in U.S. Young adults aged 18–39 years. American Journal of Preventive Medicine 54 (4) (April 1):e67–77. doi:10.1016/j.amepre.2018.01.022.
   PubMed Web of Science ®Google Scholar
• Casas, J. P., T. Shah, A. D. Hingorani, J. Danesh, and M. B. Pepys. 2008. C-Reactive protein and coronary heart disease: A critical review. Journal of Internal Medicine 264 (4) (October 1):295–314. doi:10.1111/j.1365-2796.2008.02015.x.
   PubMed Web of Science ®Google Scholar
• Centers for Disease Control and Prevention. 2022. Defining Adult Overweight & Obesity | Overweight & Obesity | CDC. https://www.cdc.gov/obesity/basics/adult-defining.html.
   Google Scholar
• Chen, X., E. Crimmins, P. (Perry) Hu, J. K. Kim, Q. Meng, J. Strauss, Y. Wang, J. Zeng, Y. Zhang, and Y. Zhao. 2019. Venous blood-based biomarkers in the china health and retirement longitudinal study: Rationale, design, and results from the 2015 wave. American Journal of Epidemiology 188 (11) (November 1):1871–77. doi:10.1093/aje/kwz170.
   PubMed Web of Science ®Google Scholar
• Chen, P., and K. M. Harris. 2020. Construction of wave V biomarker weight.
   Google Scholar
• Danesh, J., J. G. Wheeler, G. M. Hirschfield, S. Eda, G. Eiriksdottir, A. Rumley, G. D. O. Lowe, M. B. Pepys, and V. Gudnason. 2004. C-Reactive protein and other circulating markers of inflammation in the prediction of coronary heart disease. New England Journal of Medicine 350 (14) (April 1):1387–97. doi:10.1056/NEJMoa032804.
   PubMed Web of Science ®Google Scholar
• de Wolf, F., M. Ghanbari, S. Licher, K. McRae-McKee, L. Gras, G. J. Weverling, P. Wermeling, S. Sedaghat, M. K. Ikram, and R. Waziry. 2020. Plasma tau, neurofilament light chain and amyloid-β levels and risk of dementia; a population-based cohort study. Brain A Journal of Neurology 143 (4):1220–32. doi:10.1093/brain/awaa054.
   PubMedGoogle Scholar
• Dhabhar, F. S., H. M. Burke, E. S. Epel, S. H. Mellon, R. Rosser, V. I. Reus, and O. M. Wolkowitz. 2009. Low serum IL-10 concentrations and loss of regulatory association between IL-6 and IL-10 in adults with major depression. Journal of Psychiatric Research 43 (11):962–69. doi:10.1016/j.jpsychires.2009.05.010.
   PubMed Web of Science ®Google Scholar
• Dowd, J. B., A. Zajacova, and A. E. Aiello. 2010. Predictors of inflammation in U.S. Children aged 3–16 years. American Journal of Preventive Medicine 39 (4) (October 1):314–20. doi:10.1016/j.amepre.2010.05.014.
   PubMed Web of Science ®Google Scholar
• Du Clos, T. W. 2000. Function of C-Reactive protein. Annals of Medicine 32 (4) (January 1):274–78. doi:10.3109/07853890009011772.
   PubMed Web of Science ®Google Scholar
• Engelhart, M. J., M. I. Geerlings, J. Meijer, A. Kiliaan, A. Ruitenberg, J. C. van Swieten, T. Stijnen, A. Hofman, J. C. M. Witteman, and M. M. B. Breteler. 2004. Inflammatory proteins in plasma and the risk of dementia: The Rotterdam study. Archives of Neurology 61 (5) (May 1):668–72. doi:10.1001/archneur.61.5.668.
   PubMedGoogle Scholar
• Everett, B., and A. Zajacova. 2015. Gender differences in hypertension and hypertension awareness among young adults. Biodemography and Social Biology 61 (1) (January 2):1–17. doi:10.1080/19485565.2014.929488.
   PubMed Web of Science ®Google Scholar
• Ferrucci, L., and E. Fabbri. 2018. Inflammageing: Chronic inflammation in ageing, cardiovascular disease, and frailty. Nature Reviews Cardiology 15 (9) (September 1):505–22. doi:10.1038/s41569-018-0064-2.
   PubMed Web of Science ®Google Scholar
• Furman, D., J. Campisi, E. Verdin, P. Carrera-Bastos, S. Targ, C. Franceschi, L. Ferrucci, D. W. Gilroy, A. Fasano, G. W. Miller, et al. 2019. Chronic inflammation in the etiology of disease across the life span. Nature Medicine 25 (12) (December 1):1822–32. doi:10.1038/s41591-019-0675-0.
   PubMed Web of Science ®Google Scholar
• Global Burden of Disease Obesity Collaborators. 2017. Health effects of overweight and obesity in 195 countries over 25 years. New England Journal of Medicine 377 (1) (July 6): 13–27. 10.1056/NEJMoa1614362
   PubMed Web of Science ®Google Scholar
• Gooding, H. C., S. McGinty, T. K. Richmond, M. W. Gillman, and A. E. Field. 2014. Hypertension awareness and control among young adults in the national longitudinal study of adolescent health. Journal of General Internal Medicine 29 (8) (August 1):1098–104. doi:10.1007/s11606-014-2809-x.
   PubMed Web of Science ®Google Scholar
• Grivennikov, S. I., F. R. Greten, and M. Karin. 2010. Immunity, inflammation, and cancer. Cell 140, (6) (March 19):883–99. doi:10.1016/j.cell.2010.01.025.
   PubMed Web of Science ®Google Scholar
• Hansson, O. 2021. Biomarkers for neurodegenerative diseases. Nature Medicine 27 (6) (June 1):954–63. doi:10.1038/s41591-021-01382-x.
   PubMed Web of Science ®Google Scholar
• Harris, K. M., C. T. Halpern, E. A. Whitsel, J. M. Hussey, L. A. Killeya-Jones, J. Tabor, and S. C. Dean. 2019. Cohort profile: The national longitudinal study of adolescent to adult health (add health). International Journal of Epidemiology 48 (5) (October 1):1415–1415k. doi:10.1093/ije/dyz115.
   PubMed Web of Science ®Google Scholar
• Harris, K. M., and T. W. McDade. 2018. The biosocial approach to human development, behavior, and health across the life course. RSF: The Russell Sage Foundation Journal of the Social Sciences 4 (4) (April 1):2. doi:10.7758/RSF.2018.4.4.01.
   Google Scholar
• Harris, K. M., and K. M. Schorpp. 2018. Integrating biomarkers in social stratification and health research. Annual Review of Sociology 44 (1):361–86. doi:10.1146/annurev-soc-060116-053339.
   PubMedGoogle Scholar
• Hatch, S. L., and B. P. Dohrenwend. 2007. Distribution of traumatic and other stressful life events by race/ethnicity, gender, SES and age: A review of the research. American Journal of Community Psychology 40 (3–4) (December 1):313–32. doi:10.1007/s10464-007-9134-z.
   PubMed Web of Science ®Google Scholar
• Heneka, M. T., M. P. Kummer, and E. Latz. 2014. Innate immune activation in neurodegenerative disease. Nature Reviews Immunology 14 (7) (July 1):463–77. doi:10.1038/nri3705.
   PubMed Web of Science ®Google Scholar
• Holm, S. 1979. A simple sequentially rejective multiple test procedure. Scandinavian Journal of Statistics 6 (2):65–70. JSTOR.
   Web of Science ®Google Scholar
• Ikram, M. A., G. G. O. Brusselle, S. D. Murad, C. M. van Duijn, O. H. Franco, A. Goedegebure, C. C. W. Klaver, T. E. C. Nijsten, R. P. Peeters, B. H. Stricker, et al. 2017. The Rotterdam study: 2018 update on objectives, design and main results. European Journal of Epidemiology 32 (9) (September 1):807–50. doi:10.1007/s10654-017-0321-4.
   PubMed Web of Science ®Google Scholar
• Khalil, M., L. Pirpamer, E. Hofer, M. M. Voortman, C. Barro, D. Leppert, P. Benkert, S. Ropele, C. Enzinger, F. Fazekas, et al. 2020. Serum neurofilament light levels in normal aging and their association with morphologic brain changes. Nature communications 11 (1) (February 10):812. doi:10.1038/s41467-020-14612-6.
   PubMed Web of Science ®Google Scholar
• Khalil, M., C. E. Teunissen, M. Otto, F. Piehl, M. P. Sormani, T. Gattringer, C. Barro, L. Kappos, M. Comabella, F. Fazekas, et al. 2018. Neurofilaments as biomarkers in neurological disorders. Nature Reviews Neurology 14 (10) (October 1):577–89. doi:10.1038/s41582-018-0058-z.
   PubMed Web of Science ®Google Scholar
• Koini, M., L. Pirpamer, E. Hofer, A. Buchmann, D. Pinter, S. Ropele, C. Enzinger, P. Benkert, D. Leppert, and J. Kuhle. 2021. Factors influencing serum neurofilament light chain levels in normal aging. Aging (Albany NY) 13 (24):25729. doi:10.18632/aging.203790.
   PubMedGoogle Scholar
• Liu, R. S., A. E. Aiello, F. K. Mensah, C. E. Gasser, K. Rueb, B. Cordell, M. Juonala, M. Wake, and D. P. Burgner. 2017. Socioeconomic status in childhood and C reactive protein in adulthood: A systematic review and meta-analysis. Journal of Epidemiology and Community Health 71 (8):817–26. doi:10.1136/jech-2016-208646.
   PubMed Web of Science ®Google Scholar
• Locascio, J. J., H. Fukumoto, L. Yap, T. Bottiglieri, J. H. Growdon, B. T. Hyman, and M. C. Irizarry. 2008. Plasma amyloid β-protein and C-Reactive protein in relation to the rate of progression of Alzheimer disease. Archives of Neurology 65 (6) (June 1):776–85. doi:10.1001/archneur.65.6.776.
   PubMedGoogle Scholar
• Long, J. S. 1997. Regression Models for Categorical and Limited Dependent Variables/J. Scott Long. Advanced Quantitative Techniques in the Social Sciences Series. Newbury Park, Calif. u.a. http://media.obvsg.at/AC02009995-1001, https://www.oeaw.ac.at/resources/Record/990000735210504498.
   Google Scholar
• McDade, T. 2011. The state and future of blood-based biomarkers in the health and retirement study. Forum for Health Economics & Policy 14 (2). doi: 10.2202/1558-9544.1263.
   Google Scholar
• Michaud, M., L. Balardy, G. Moulis, C. Gaudin, C. Peyrot, B. Vellas, M. Cesari, and F. Nourhashemi. 2013. Proinflammatory cytokines, aging, and age-related diseases. Journal of the American Medical Directors Association 14 (12) (December 1):877–82. doi:10.1016/j.jamda.2013.05.009.
   PubMed Web of Science ®Google Scholar
• Muscatell, K. A., S. N. Brosso, and K. L. Humphreys. 2020. Socioeconomic status and inflammation: A meta-analysis. Molecular Psychiatry 25 (9) (September 1):2189–99. doi:10.1038/s41380-018-0259-2.
   PubMed Web of Science ®Google Scholar
• National Academies of Sciences, E., and Medicine. 2021. Division of behavioral and social sciences and education; committee on national statistics; committee on population; committee on rising midlife mortal‑ity rates and socioeconomic disparities. High and rising mortality rates among working‑age adults. In High and rising mortality rates among working-age adults, T. Becker, M. Majmundar, K. Harris ed.
   Google Scholar
• Pase, M. P., A. S. Beiser, J. J. Himali, C. L. Satizabal, H. J. Aparicio, C. DeCarli, G. Chêne, C. Dufouil, and S. Seshadri. 2019. Assessment of plasma total tau level as a predictive biomarker for dementia and related endophenotypes. JAMA Neurology 76 (5):598–606. doi:10.1001/jamaneurol.2018.4666.
   PubMed Web of Science ®Google Scholar
• Pawelec, G., D. Goldeck, and E. Derhovanessian. 2014. Inflammation, ageing and chronic disease. Host Pathogens * Immune Senescence 29 (August 1):23–28. doi:10.1016/j.coi.2014.03.007.
   Google Scholar
• Rajan, K. B., N. T. Aggarwal, E. A. McAninch, J. Weuve, L. L. Barnes, R. S. Wilson, C. DeCarli, and D. A. Evans. 2020. Remote blood biomarkers of longitudinal cognitive outcomes in a population study. Annals of Neurology 88 (6) (December 1):1065–76. doi:10.1002/ana.25874.
   PubMed Web of Science ®Google Scholar
• Ravaglia, G., P. Forti, F. Maioli, M. Chiappelli, F. Montesi, E. Tumini, E. Mariani, F. Licastro, and C. Patterson. 2007. Blood inflammatory markers and risk of dementia: The conselice study of brain aging. Neurobiology of Aging 28 (12) (December 1):1810–20. doi:10.1016/j.neurobiolaging.2006.08.012.
   PubMed Web of Science ®Google Scholar
• Rebelos, E., E. Rissanen, M. Bucci, O. Jääskeläinen, M.-J. Honka, L. Nummenmaa, D. Moriconi, S. Laurila, P. Salminen, S.-K. Herukka, et al. 2022. Circulating neurofilament is linked with morbid obesity, renal function, and brain density. Scientific Reports 12 (1) (May 12):7841. doi:10.1038/s41598-022-11557-2.
   PubMed Web of Science ®Google Scholar
• Rodríguez-Hernández, H., L. E. Simental-Mendía, G. Rodríguez-Ramírez, and M. A. Reyes-Romero. 2013. Obesity and inflammation: Epidemiology, risk factors, and markers of inflammation. Ed. Abdelfattah El Ouaamari. International Journal of Endocrinology 2013 (April 17):678159. doi:10.1155/2013/678159.
   PubMed Web of Science ®Google Scholar
• Rubio-Perez, J. M., and J. M. Morillas-Ruiz. 2012. A review: Inflammatory process in Alzheimer’s disease, role of cytokines. Ed. Toshio Kawamata. Scientific World Journal 2012 (April 1): 756357. doi:10.1100/2012/756357.
   Google Scholar
• Rübsamen, N., A. Maceski, D. Leppert, P. Benkert, J. Kuhle, H. Wiendl, A. Peters, A. Karch, and K. Berger. 2021. Serum neurofilament light and tau as prognostic markers for all-cause mortality in the elderly general population—an analysis from the MEMO study. BMC Medicine 19 (1) (February 15):38. doi:10.1186/s12916-021-01915-8.
   PubMed Web of Science ®Google Scholar
• Ryff, C. D., T. Seeman, and M. Weinstein. 2019. Midlife in the United States (MIDUS 2): Biomarker project, 2004-2009. Inter-University Consortium for Political and Social Research distributor.
   Google Scholar
• Savoia, C., and E. L. Schiffrin. 2006. Inflammation in hypertension. Current Opinion in Nephrology and Hypertension 15 (2):152–58. doi:10.1097/01.mnh.0000203189.57513.76.
   PubMed Web of Science ®Google Scholar
• Shaw, L. M., M. Korecka, C. M. Clark, V. M.-Y. Lee, and J. Q. Trojanowski. 2007. Biomarkers of neurodegeneration for diagnosis and monitoring therapeutics. Nature Reviews Drug Discovery 6 (4) (April 1):295–303. doi:10.1038/nrd2176.
   PubMed Web of Science ®Google Scholar
• Singh, T., and A. B. Newman. 2011. Inflammatory markers in population studies of aging. Ageing Research Reviews 10 (3):319–29. doi:10.1016/j.arr.2010.11.002.
   PubMed Web of Science ®Google Scholar
• Soysal, P., F. Arik, L. Smith, S. E. Jackson, and A. T. Isik. 2020. Inflammation, frailty and cardiovascular disease. In Frailty and cardiovascular diseases : Research into an elderly population, ed. N. Veronese, 55–64. Cham: Springer International Publishing. doi:10.1007/978-3-030-33330-0_7.
   Google Scholar
• Stebbins, R. C., J. K. Edwards, B. L. Plassman, Y. C. Yang, G. A. Noppert, M. Haan, and A. E. Aiello. 2021. Immune function, cortisol, and cognitive decline & dementia in an aging latino population. Psychoneuroendocrinology 133 (November):105414. doi:10.1016/j.psyneuen.2021.105414.
   PubMedGoogle Scholar
• Suzman, R. 2009. The national social life, health, and aging project: An introduction. The Journals of Gerontology: Series B 64B (suppl_1) (November 1):i5–11. doi:10.1093/geronb/gbp078.
   Google Scholar
• Teunissen, C. E., M. P. J. van Boxtel, H. Bosma, E. Bosmans, J. Delanghe, C. De Bruijn, A. Wauters, M. Maes, J. Jolles, H. W. M. Steinbusch, et al. 2003. Inflammation markers in relation to cognition in a healthy aging population. Journal of Neuroimmunology 134 (1) (January 1):142–50. doi:10.1016/S0165-5728(02)00398-3.
   PubMed Web of Science ®Google Scholar
• Tobin, J. 1958. Estimation of relationships for limited dependent variables. Econometrica 26 (1) JSTOR:24–36. doi:10.2307/1907382.
   Web of Science ®Google Scholar
• Walker, K. A., B. N. Ficek, and R. Westbrook. 2019. Understanding the role of systemic inflammation in Alzheimer’s disease. ACS chemical neuroscience 10 (8) (August 21):3340–42. doi:10.1021/acschemneuro.9b00333.
   PubMed Web of Science ®Google Scholar
• Whitsel, E. A., R. Angel, R. O’Hara, L. Qu, K. Carrier, and K. M. Harris. 2022a. Add Health Wave V Documentation: Inflammation and Immune Function. doi:10.17615/99s8-5w62.
   Google Scholar
• Whitsel, E. A., R. Angel, R. O’Hara, L. Qu, K. Carrier, and K. M. Harris. 2022b. Add Health Wave V Documentation: Neurodegeneration. doi:10.17615/3qsg-z237.
   Google Scholar
• Willerson, J. T., and P. M. Ridker. 2004. Inflammation as a Cardiovascular Risk Factor. Circulation 109 (21_suppl_1) (June 1):II–2. doi:10.1161/01.CIR.0000129535.04194.38.
   Web of Science ®Google Scholar
• Williams, D. R., J. A. Lawrence, and B. A. Davis. 2019. Racism and health: Evidence and needed research. Annual Review of Public Health 40 (1) (April 1):105–25. doi:10.1146/annurev-publhealth-040218-043750.
   PubMed Web of Science ®Google Scholar
• Zetterberg, H. 2019. Blood-based biomarkers for Alzheimer’s disease—an update. Journal of Neuroscience Methods 319:2–6. doi:10.1016/j.jneumeth.2018.10.025.
   PubMed Web of Science ®Google Scholar