{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,28]],"date-time":"2026-10-28T19:31:53Z","timestamp":1793215913972,"version":"4.5.0"},"reference-count":35,"publisher":"American Medical Association (AMA)","issue":"12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi241388-4\"><jats:title>Importance<\/jats:title><jats:p>Health disparities among racial and ethnic minoritized populations, particularly for cancer mortality rates, remain a major public health concern. Men from underrepresented backgrounds (Black and Hispanic men, specifically) face the pervasive effects of discrimination in their daily lives, which also contribute to the complex associations among allostatic load (a marker of chronic stress), educational opportunities, and elevated risks of cancer mortality.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241388-5\"><jats:title>Objective<\/jats:title><jats:p>To elucidate the associations among educational attainment, allostatic load, and cancer mortality risk among men.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241388-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>This is a retrospective cohort analysis of data from the National Health and Nutrition Examination Survey, a nationally representative sample of\u2009approximately\u20095000 people across the US, from 1988 to 2010 linked with data from the National Death Index, which served as follow-up data for the cohort and was available through December 31, 2019. Participants included men aged 18 years and older. Data were analyzed from June to October 2024.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241388-7\"><jats:title>Exposure<\/jats:title><jats:p>Allostatic load data were stratified by educational attainment levels, categorized as (1) less than high school education and (2) high school graduate and above. Allostatic load score was calculated as the sum of total abnormal biomarkers and health measures (9 total). Participants were considered to have high allostatic load if their score was 3 or more.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241388-8\"><jats:title>Main Outcomes and Measures<\/jats:title><jats:p>The primary outcome was cancer death. Weighted Cox proportional hazards models were fitted to estimate adjusted hazard ratios (HRs) of cancer death between educational attainment and allostatic load (adjusted for age, income, and smoking status).<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241388-9\"><jats:title>Results<\/jats:title><jats:p>Among all 20\u202f529 men (mean [SE] age, 41.00 [0.22] years), those with high AL and less than high school educational attainment had a greater than 4-fold increased risk of cancer mortality (unadjusted HR, 4.71; 95% CI, 3.36-6.60) compared with those with low allostatic load and a college degree or higher. Similarly, both Black men (HR, 4.19; 95% CI, 2.09-8.40) and White men (HR, 5.77; 95% CI, 4.06-8.20) with high allostatic load and less than high school educational attainment had higher risks for cancer death compared with race-specific counterparts with college education and low allostatic load. After adjustments for age, poverty-to-income ratio, smoking status, history of cancer, and ever congestive heart failure and heart attack, the associations were attenuated, but all men (HR, 1.69; 95% CI, 1.15-2.47) and White men (HR, 1.82; 95% CI, 1.16-2.85) still had greater than 50% increased risk of cancer death compared with men with college education and low allostatic load.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241388-10\"><jats:title>Conclusions and Relevance<\/jats:title><jats:p>This study highlights the detrimental association of not attaining a high school degree, combined with high allostatic load as a marker of chronic stress, with cancer mortality. Efforts to promote educational attainment and address the underlying social determinants of health are imperative in reducing cancer disparities in this population.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2024.49855","type":"journal-article","created":{"date-parts":[[2024,12,10]],"date-time":"2024-12-10T16:27:14Z","timestamp":1733848034000},"page":"e2449855","source":"Crossref","is-referenced-by-count":18,"title":["Allostatic Load, Educational Attainment, and Risk of Cancer Mortality Among US Men"],"prefix":"10.1001","volume":"7","author":[{"given":"Cynthia","family":"Li","sequence":"first","affiliation":[{"name":"Center for Health Equity Transformation, Department of Behavioral Science, University of Kentucky, Lexington"},{"name":"Medical College of Georgia, Augusta University, Augusta"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sydney P.","family":"Howard","sequence":"additional","affiliation":[{"name":"Center for Health Equity Transformation, Department of Behavioral Science, University of Kentucky, Lexington"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Charles R.","family":"Rogers","sequence":"additional","affiliation":[{"name":"Divison of Epidemiology & Social Sciences, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sydney","family":"Andrzejak","sequence":"additional","affiliation":[{"name":"Mercer University School of Medicine, Macon, Georgia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Keon L.","family":"Gilbert","sequence":"additional","affiliation":[{"name":"Behavioral Science and Health Equity, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Keith J.","family":"Watts","sequence":"additional","affiliation":[{"name":"College of Social Work, University of Kentucky, Lexington"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Malcolm S.","family":"Bevel","sequence":"additional","affiliation":[{"name":"Georgia Cancer Center, Augusta University, Augusta"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Myles D.","family":"Moody","sequence":"additional","affiliation":[{"name":"Department of Sociology, College of Arts and Sciences, University of Alabama at Birmingham, Birmingham"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marvin E.","family":"Langston","sequence":"additional","affiliation":[{"name":"Department of Epidemiology, Stanford University, Stanford, California"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Judah V.","family":"Doty","sequence":"additional","affiliation":[{"name":"Center for Health Equity Transformation, Department of Behavioral Science, University of Kentucky, Lexington"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adetunji T.","family":"Toriola","sequence":"additional","affiliation":[{"name":"Division of Public Health Sciences, Department of Surgery and Siteman Cancer Center, Washington University School of Medicine, Saint Louis, Missouri"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Darwin","family":"Conwell","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine, College of Medicine, University of Kentucky, Lexington"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Justin X.","family":"Moore","sequence":"additional","affiliation":[{"name":"Center for Health Equity Transformation, Department of Behavioral Science, University of Kentucky, Lexington"},{"name":"Department of Internal Medicine, College of Medicine, University of Kentucky, Lexington"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2024,12,10]]},"reference":[{"issue":"24","key":"zoi241388r1","doi-asserted-by":"publisher","first-page":"4251","DOI":"10.1002\/cncr.34479","article-title":"Annual report to the nation on the status of cancer, part 1: National cancer statistics.","volume":"128","author":"Cronin","year":"2022","journal-title":"Cancer"},{"key":"zoi241388r2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssmph.2021.100771","article-title":"Social status differences in allostatic load among young adults in the United States.","volume":"15","author":"Richardson","year":"2021","journal-title":"SSM Popul Health"},{"key":"zoi241388r3","doi-asserted-by":"publisher","first-page":"1492","DOI":"10.3389\/fonc.2020.01492","article-title":"Chronic stress promotes cancer development.","volume":"10","author":"Dai","year":"2020","journal-title":"Front Oncol"},{"key":"zoi241388r4","doi-asserted-by":"publisher","first-page":"316","DOI":"10.3389\/fnhum.2017.00316","article-title":"Inflammation: the common pathway of stress-related diseases.","volume":"11","author":"Liu","year":"2017","journal-title":"Front Hum Neurosci"},{"key":"zoi241388r5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ypmed.2021.106483","article-title":"Temporal changes in allostatic load patterns by age, race\/ethnicity, and gender among the US adult population; 1988-2018.","volume":"147","author":"Moore","year":"2021","journal-title":"Prev Med"},{"issue":"1-2","key":"zoi241388r6","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1016\/S0027-9684(15)30120-6","article-title":"Allostatic load burden and racial disparities in mortality.","volume":"104","author":"Duru","year":"2012","journal-title":"J Natl Med Assoc"},{"issue":"5","key":"zoi241388r7","doi-asserted-by":"publisher","first-page":"826","DOI":"10.2105\/AJPH.2004.060749","article-title":"\u201cWeathering\u201d and age patterns of allostatic load scores among blacks and whites in the United States.","volume":"96","author":"Geronimus","year":"2006","journal-title":"Am J Public Health"},{"issue":"6","key":"zoi241388r8","doi-asserted-by":"publisher","first-page":"641","DOI":"10.5993\/AJHB.35.6.1","article-title":"Allostatic load and health status of African Americans and whites.","volume":"35","author":"Deuster","year":"2011","journal-title":"Am J Health Behav"},{"issue":"2","key":"zoi241388r9","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1002\/aac2.12064","article-title":"Allostatic load and risk of all-cause, cancer-specific, and cardiovascular mortality in older cancer survivors: an analysis of the National Health and Nutrition Examination Survey 1999-2010.","volume":"4","author":"Yang","year":"2023","journal-title":"Aging Cancer"},{"issue":"3","key":"zoi241388r10","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1177\/1099800420969898","article-title":"Allostatic load in cancer: a systematic review and mini meta-analysis.","volume":"23","author":"Mathew","year":"2021","journal-title":"Biol Res Nurs"},{"issue":"1","key":"zoi241388r11","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1016\/j.amepre.2022.02.003","article-title":"Allostatic load and mortality: a systematic review and meta-analysis.","volume":"63","author":"Parker","year":"2022","journal-title":"Am J Prev Med"},{"issue":"4","key":"zoi241388r12","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1080\/10253890.2020.1813711","article-title":"Allostatic load and mental health: a latent class analysis of physiological dysregulation.","volume":"24","author":"Carbone","year":"2021","journal-title":"Stress"},{"issue":"8","key":"zoi241388r13","doi-asserted-by":"publisher","first-page":"1184","DOI":"10.1001\/jamaoncol.2022.1472","article-title":"Trends in cancer mortality among Black individuals in the US from 1999 to 2019.","volume":"8","author":"Lawrence","year":"2022","journal-title":"JAMA Oncol"},{"issue":"21","key":"zoi241388r14","doi-asserted-by":"publisher","first-page":"3787","DOI":"10.1002\/cncr.34433","article-title":"Racial disparities in Black men with prostate cancer: a literature review.","volume":"128","author":"Lillard","year":"2022","journal-title":"Cancer"},{"issue":"1","key":"zoi241388r15","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1377\/hlthaff.28.1.160","article-title":"A matter of race: early-versus late-stage cancer diagnosis.","volume":"28","author":"Virnig","year":"2009","journal-title":"Health Aff (Millwood)"},{"issue":"6","key":"zoi241388r16","doi-asserted-by":"publisher","first-page":"3580","DOI":"10.3390\/ijerph19063580","article-title":"Investigation of differences in allostatic load among Black men by level of educational attainment: high school graduates experience the highest levels of stress.","volume":"19","author":"Rogers","year":"2022","journal-title":"Int J Environ Res Public Health"},{"issue":"3","key":"zoi241388r17","doi-asserted-by":"publisher","first-page":"316","DOI":"10.1097\/PSY.0000000000000788","article-title":"Pervasive discrimination and allostatic load in African American and White adults.","volume":"82","author":"Van Dyke","year":"2020","journal-title":"Psychosom Med"},{"issue":"9","key":"zoi241388r18","doi-asserted-by":"publisher","first-page":"176","DOI":"10.3390\/brainsci8090176","article-title":"Blacks\u2019 diminished return of education attainment on subjective health: mediating effect of income.","volume":"8","author":"Assari","year":"2018","journal-title":"Brain Sci"},{"issue":"2","key":"zoi241388r19","doi-asserted-by":"publisher","first-page":"64","DOI":"10.34172\/hpr.2020.12","article-title":"Prostate cancer screening in middle-aged and older American men: combined effects of ethnicity and years of schooling.","volume":"5","author":"Assari","year":"2020","journal-title":"Hosp Pract Res"},{"key":"zoi241388r20","doi-asserted-by":"publisher","first-page":"196","DOI":"10.1016\/j.ypmed.2016.04.009","article-title":"Disparities in the prevalence of comorbidities among US adults by state Medicaid expansion status.","volume":"88","author":"Akinyemiju","year":"2016","journal-title":"Prev Med"},{"issue":"1","key":"zoi241388r21","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1186\/s12905-022-01641-0","article-title":"Examining educational attainment and allostatic load in non-Hispanic Black women.","volume":"22","author":"Williams","year":"2022","journal-title":"BMC Womens Health"},{"issue":"3","key":"zoi241388r22","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1007\/s40615-016-0246-8","article-title":"Variation in the calculation of allostatic load score: 21 examples from NHANES.","volume":"4","author":"Duong","year":"2017","journal-title":"J Racial Ethn Health Disparities"},{"issue":"6","key":"zoi241388r23","doi-asserted-by":"publisher","first-page":"1695","DOI":"10.3390\/cancers12061695","article-title":"Association of allostatic load with all-cause and cancer mortality by race and body mass index in the REGARDS cohort.","volume":"12","author":"Akinyemiju","year":"2020","journal-title":"Cancers (Basel)"},{"issue":"10","key":"zoi241388r24","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0139217","article-title":"Relationship of serum vitamin D concentrations and allostatic load as a measure of cumulative biological risk among the US population: a cross-sectional study.","volume":"10","author":"Frei","year":"2015","journal-title":"PLoS One"},{"issue":"6","key":"zoi241388r25","doi-asserted-by":"publisher","first-page":"551","DOI":"10.1097\/PSY.0000000000000600","article-title":"Chronic physiologic effects of stress among lesbian, gay, and bisexual adults: results from the National Health and Nutrition Examination Survey.","volume":"80","author":"Mays","year":"2018","journal-title":"Psychosom Med"},{"issue":"160","key":"zoi241388r26","first-page":"1","article-title":"National Health and Nutrition Examination Survey: sample design, 2007-2010.","author":"Curtin","year":"2013","journal-title":"Vital Health Stat 2"},{"issue":"155","key":"zoi241388r27","first-page":"1","article-title":"The National Health and Nutrition Examination Survey: sample design, 1999-2006.","author":"Curtin","year":"2012","journal-title":"Vital Health Stat 2"},{"issue":"162","key":"zoi241388r28","first-page":"1","article-title":"National Health and Nutrition Examination Survey: sample design, 2011-2014.","author":"Johnson","year":"2014","journal-title":"Vital Health Stat 2"},{"issue":"161","key":"zoi241388r29","first-page":"1","article-title":"National Health and Nutrition Examination Survey: analytic guidelines, 1999-2010.","author":"Johnson","year":"2013","journal-title":"Vital Health Stat 2"},{"issue":"446","key":"zoi241388r33","doi-asserted-by":"publisher","first-page":"496","DOI":"10.1080\/01621459.1999.10474144","article-title":"A proportional hazards model for the subdistribution of a competing risk.","volume":"94","author":"Fine","year":"1999","journal-title":"J Am Stat Assoc"},{"issue":"9","key":"zoi241388r34","doi-asserted-by":"publisher","first-page":"5486","DOI":"10.3390\/ijerph19095486","article-title":"Investigating racial differences in allostatic load by educational attainment among non-Hispanic Black and White men.","volume":"19","author":"Gilmore","year":"2022","journal-title":"Int J Environ Res Public Health"},{"key":"zoi241388r35","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1146\/annurev-publhealth-032315-021556","article-title":"Visible and invisible trends in Black men\u2019s health: pitfalls and promises for addressing racial, ethnic, and gender inequities in health.","volume":"37","author":"Gilbert","year":"2016","journal-title":"Annu Rev Public Health"},{"key":"zoi241388r30","unstructured":"Mohadjer? L, Montaquila? J, Waksberg? J, . National Health and Nutrition Examination Survey III: weighting and estimation methodology. February 1996. Accessed October 29, 2024. https:\/\/stacks.cdc.gov\/view\/cdc\/53133"},{"key":"zoi241388r31","unstructured":"National Center for Health Statistics. Analytic and reporting guidelines: the Third National Health and Nutrition Examination Survey, NHANES III (1988-94). 1996. Accessed October 29, 2024. https:\/\/wwwn.cdc.gov\/nchs\/data\/nhanes\/analyticguidelines\/88-94-analytic-reporting-guidelines.pdf"},{"key":"zoi241388r32","unstructured":"SAS Institute. Introduction to survey sampling and analysis procedures: the survey procedures. 2019. Accessed October 29, 2024. https:\/\/documentation.sas.com\/doc\/en\/pgmsascdc\/9.4_3.4\/statug\/statug_introsamp_sect002.htm"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2827623\/li_2024_oi_241388_1736266855.5456.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,14]],"date-time":"2025-01-14T16:05:57Z","timestamp":1736870757000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2827623"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,10]]},"references-count":35,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2024,12,2]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2024.49855","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,10]]}}}